WO2021232192A1 - Ultrasound contrast imaging method and apparatus, and storage medium - Google Patents

Ultrasound contrast imaging method and apparatus, and storage medium Download PDF

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WO2021232192A1
WO2021232192A1 PCT/CN2020/090855 CN2020090855W WO2021232192A1 WO 2021232192 A1 WO2021232192 A1 WO 2021232192A1 CN 2020090855 W CN2020090855 W CN 2020090855W WO 2021232192 A1 WO2021232192 A1 WO 2021232192A1
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data
contrast
frame
difference
adjacent frames
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PCT/CN2020/090855
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French (fr)
Chinese (zh)
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章希睿
桑茂栋
朱磊
何绪金
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深圳迈瑞生物医疗电子股份有限公司
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Priority to CN202080006417.2A priority Critical patent/CN113164160B/en
Priority to PCT/CN2020/090855 priority patent/WO2021232192A1/en
Publication of WO2021232192A1 publication Critical patent/WO2021232192A1/en

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    • AHUMAN NECESSITIES
    • A61MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61BDIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B8/00Diagnosis using ultrasonic, sonic or infrasonic waves
    • A61B8/48Diagnostic techniques
    • A61B8/481Diagnostic techniques involving the use of contrast agent, e.g. microbubbles introduced into the bloodstream
    • AHUMAN NECESSITIES
    • A61MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61BDIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B8/00Diagnosis using ultrasonic, sonic or infrasonic waves
    • A61B8/52Devices using data or image processing specially adapted for diagnosis using ultrasonic, sonic or infrasonic waves
    • A61B8/5207Devices using data or image processing specially adapted for diagnosis using ultrasonic, sonic or infrasonic waves involving processing of raw data to produce diagnostic data, e.g. for generating an image
    • AHUMAN NECESSITIES
    • A61MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61BDIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B8/00Diagnosis using ultrasonic, sonic or infrasonic waves
    • A61B8/52Devices using data or image processing specially adapted for diagnosis using ultrasonic, sonic or infrasonic waves
    • A61B8/5269Devices using data or image processing specially adapted for diagnosis using ultrasonic, sonic or infrasonic waves involving detection or reduction of artifacts

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  • This application relates to the field of ultrasound contrast imaging technology, and more specifically to an ultrasound contrast imaging method, device and storage medium.
  • tissue residue there are three factors that can cause tissue residue.
  • One is that the tissue itself will also produce a nonlinear component, which is detected together with the nonlinear echo of the contrast agent; the other is that the linear component of the tissue cannot be cancelled after the amplitude of each pulse in the nonlinear imaging method is modulated due to the signal saturation. , Which mostly appear on strong reflective surfaces such as blood vessel walls, organ capsules, and bones; third, movement during scanning (probe displacement, patient respiration, etc.), which will cause the loss of correlation between pulse echoes in nonlinear imaging methods. Furthermore, the condition of tissue signal cancellation is not satisfied.
  • Tissue residues can interfere with the user's observation of the contrast agent signal, thereby affecting the accuracy of the diagnosis result.
  • the existing solutions start from the front-end hardware on the one hand, and study how to further improve the symmetry of the transmitted waveform, but the improvement is extremely difficult; on the other hand, it uses new imaging methods (sub-harmonics, etc.) or signal processing methods (filtering). Etc.)
  • the tissue residue is suppressed as much as possible, but in addition to the non-linear components generated by the tissue itself, the tissue residue and the contrast agent signal caused by other reasons cannot be distinguished in the frequency domain, and the suppression ability is limited.
  • the present application provides a contrast-enhanced ultrasound imaging solution, which can effectively suppress tissue residue in the contrast-enhanced data.
  • a contrast-enhanced ultrasound imaging method includes: controlling an ultrasound probe to transmit ultrasound to a target object, receiving an echo of the ultrasound, and obtaining an ultrasound echo signal based on the echo of the ultrasound; Acquire at least two frames of contrast signal data based on the ultrasound echo signal, wherein each frame of contrast signal data is used to generate a frame of contrast image; calculate the information difference between the contrast signal data of two adjacent frames, and calculate the information difference
  • the relationship with one frame of contrast signal data in the two adjacent frames of contrast signal data based on the relationship, the one frame of contrast signal data is divided into regions, and the contrast signal data in different regions is differently suppressed Factor processing; and generating a contrast image based on the processed one frame of contrast signal data.
  • the method includes: controlling an ultrasound probe to transmit ultrasound to a target object, receiving echoes of the ultrasound, and obtaining ultrasound echo signals based on the echo of the ultrasound.
  • Acquire contrast signal data based on the ultrasound echo signal and generate contrast images based on the contrast signal data; acquire at least two frames of contrast images, calculate the information difference between two adjacent frames of contrast images, and calculate the information difference And the relationship with one of the two adjacent frames of contrast images; and based on the relationship, the one frame of contrast images is divided into regions, and different regions of the one frame of contrast images are used.
  • Inhibitors are processed.
  • a contrast-enhanced ultrasound imaging device comprising: an ultrasound probe, a transmission/reception sequence controller, and a processor, wherein the transmission/reception sequence controller is used to: excite the ultrasound probe Transmit ultrasonic waves to a target object, receive echoes of the ultrasonic waves, and obtain ultrasonic echo signals based on the echoes of the ultrasonic waves; the processor is used to execute the above-mentioned contrast-enhanced ultrasound imaging method.
  • a contrast-enhanced ultrasound imaging method includes: acquiring at least two frames of contrast data; calculating the information difference between two adjacent frames of contrast data, and calculating the difference between the information and the phase.
  • the relationship between one frame of contrast data in two adjacent frames of contrast data classifying the one frame of contrast data based on the relationship, and suppressing at least part of the one frame of contrast data based on the result of the classification deal with.
  • a contrast-enhanced ultrasound imaging method includes: controlling an ultrasound probe to transmit ultrasound to a target object, receiving echoes of the ultrasound, and obtaining ultrasound echo signals based on the echo of the ultrasound.
  • At least part of the contrast signal data is subjected to suppression processing; and a contrast image is generated based on the processed one frame of contrast signal data.
  • a contrast-enhanced ultrasound imaging method includes: controlling an ultrasound probe to transmit ultrasound to a target object, receiving echo of the ultrasound, and obtaining ultrasound echo signals based on the echo of the ultrasound.
  • a contrast-enhanced ultrasound imaging device which includes an ultrasound probe, a transmission/reception sequence controller, and a processor, wherein: the transmission/reception sequence controller is used to: The target object emits ultrasonic waves, receives the echoes of the ultrasonic waves, and obtains ultrasonic echo signals based on the echoes of the ultrasonic waves; the processor is configured to: obtain at least two frames of contrast data based on the ultrasonic echo signals; The information difference between the contrast data of the frame is calculated, and the relationship between the information difference and one frame of the contrast data of the two adjacent frames of contrast data is calculated; the one frame of contrast data is classified based on the relationship, and Based on the result of the classification, at least part of the data of the one frame of contrast data is suppressed.
  • a contrast-enhanced ultrasound imaging device which includes an ultrasound probe, a transmission/reception sequence controller, and a processor, wherein: the transmission/reception sequence controller is used to: The target object emits ultrasonic waves, receives the echoes of the ultrasonic waves, and obtains ultrasonic echo signals based on the echoes of the ultrasonic waves; the processor is used to execute the above-mentioned contrast-enhanced ultrasound imaging method.
  • a storage medium is provided, and a computer program is stored on the storage medium, and the computer program executes the above-mentioned ultrasound contrast imaging method during operation.
  • the contrast-enhanced ultrasound imaging method, device, and storage medium excavate the difference between the residual tissue and the contrast agent signal from the perspective of time domain difference (inter-frame difference), and can compare the residual part of the tissue and the contrast agent signal in the contrast data.
  • the parts are effectively distinguished, so that the residual part of the tissue can be effectively suppressed and the effect of the contrast agent strength is not affected as much as possible.
  • Fig. 1 shows a schematic diagram of residual tissue in a contrast image.
  • Fig. 2 shows a schematic block diagram of an ultrasound contrast imaging apparatus according to an embodiment of the present application.
  • Fig. 3 shows a schematic flowchart of a contrast-enhanced ultrasound imaging method according to an embodiment of the present application.
  • Fig. 4 shows double real-time images of human thyroid contrast without injection of contrast agent.
  • FIG. 5A shows the comparison result of the signal amplitude of the first category data points in one frame of contrast data before and after the inter-frame difference.
  • FIG. 5B shows the comparison result of the signal amplitude of the second type of data points in one frame of contrast data before and after the inter-frame difference.
  • FIG. 5C shows the comparison result of the signal amplitude of the third category data points in one frame of contrast data before and after the inter-frame difference.
  • FIG. 6A shows an example of a double real-time image of human thyroid contrast when no contrast agent is injected and is not processed by the ultrasound contrast imaging method according to an embodiment of the present application.
  • FIG. 6B shows an example of a double real-time image of human thyroid contrast after being processed by the ultrasound contrast imaging method according to the embodiment of the present application when no contrast agent is injected.
  • FIG. 7A shows an example of a canine liver contrast double real-time image after injection of a contrast agent and not processed by the ultrasound contrast imaging method according to an embodiment of the present application.
  • FIG. 7B shows an example of a double real-time image of canine liver contrast after injection of a contrast agent and processed by the ultrasound contrast imaging method according to an embodiment of the present application.
  • Fig. 8 shows a schematic flowchart of a contrast-enhanced ultrasound imaging method according to another embodiment of the present application.
  • Fig. 9 shows a schematic flowchart of a contrast-enhanced ultrasound imaging method according to still another embodiment of the present application.
  • Fig. 10 shows a schematic flowchart of a contrast-enhanced ultrasound imaging method according to another embodiment of the present application.
  • Fig. 11 shows a schematic flow chart of a contrast-enhanced ultrasound imaging method according to still another embodiment of the present application.
  • Fig. 12 shows a schematic block diagram of an ultrasound contrast imaging apparatus according to another embodiment of the present application.
  • the present application provides a contrast-enhanced ultrasound imaging solution, which excavates the difference between the tissue residue and the contrast agent signal from the perspective of time domain difference (inter-frame difference), which can effectively suppress the tissue residue in the contrast data.
  • time domain difference inter-frame difference
  • Fig. 2 is a schematic diagram of an ultrasound contrast imaging device in an embodiment of the application.
  • the ultrasound contrast imaging apparatus 100 may include a probe 110, a transmitting circuit 112, a receiving circuit 114, a beam combining circuit 116, a processor 118, and a display 120.
  • the transmitting circuit 112 and the receiving circuit 114 can be connected to the ultrasonic probe 110 through the transmitting/receiving selection switch 122.
  • the transmitting circuit 112 can excite the probe 110 to transmit ultrasonic waves to the target tissue containing the contrast agent; the receiving circuit 114 can receive the ultrasonic echo returned from the target tissue through the probe 110 to obtain the ultrasonic echo signal/data; the ultrasonic echo signal/data After the beam combining circuit 116 performs beam combining processing, it is sent to the processor 118.
  • the processor 118 processes the ultrasound echo signal/data to obtain an ultrasound image and a contrast image of the target tissue.
  • the ultrasound image and the contrast image obtained by the processor 118 may be stored in the memory 124. These ultrasound images and contrast images can be displayed on the display 120.
  • contrast-enhanced ultrasound imaging apparatus 100 shown in FIG. 2 are only schematic, and may include more or fewer components. The present invention is not limited to this.
  • the contrast-enhanced ultrasound imaging apparatus 100 shown in FIG. 2 may be used to perform the following contrast-enhanced ultrasound imaging method according to the embodiment of the present invention.
  • FIG. 3 shows a contrast-enhanced ultrasound imaging method 300 according to an embodiment of the present application.
  • the contrast-enhanced ultrasound imaging method 300 may include the following steps:
  • step S310 at least two frames of contrast data are acquired.
  • step S320 the information difference between two adjacent frames of contrast data is calculated, and the relationship between the information difference and one frame of contrast data in the two adjacent frames of contrast data is calculated.
  • step S330 one frame of contrast data is classified based on the relationship, and at least part of the one frame of contrast data is suppressed based on the classification result.
  • the at least two frames of contrast data acquired in step S310 may be at least two frames of contrast signal data, wherein each frame of contrast signal data is used to generate one frame of contrast image; in addition, the contrast image acquired in step S310
  • the at least two frames of contrast data may also be at least two frames of contrast image data.
  • the at least two frames of contrast data obtained in step S310 may be generated in real time, or may be from any source.
  • the data with strong tissue residue in one frame of contrast data can be Points and data points with weak tissue residue (or even no tissue residue) are clearly distinguished (described in further detail by examples below), so that a frame of angiographic data can be classified based on this relationship (for example, classified as data with strong tissue residue) Points, data points with weak tissue residues, data points without tissue residues, etc.), and based on the classification results, at least part of the data of a frame of contrast data (such as data points with strong tissue residue and data points with weak tissue residue) are suppressed Processing, so as to achieve the effect of effectively suppressing the residual part of the tissue without affecting the intensity of the contrast agent as much as possible.
  • the contrast data of two adjacent frames includes the contrast data of the previous frame (for example, called the nth frame of contrast data D n , where n is a natural number) and the contrast data of the next frame (for example, called the nth + One frame of contrast data D n+1 .
  • calculating the information difference between two adjacent frames of contrast data in step S320 may include: calculating the contrast data of the next frame and the contrast data of the previous frame The result of the forward difference is the result of D n+1- D n .
  • the relationship between the calculated information difference in step S320 and one frame of contrast data in two adjacent frames of contrast data may include: before calculation The data relationship between the difference result (ie D n+1- D n ) and the contrast data of the previous frame (ie D n ), that is, the data relationship between (D n+1- D n ) and D n is calculated.
  • calculating the information difference between two adjacent frames of contrast data in step S320 may include: calculating the backward difference result between the contrast data of the previous frame and the contrast data of the next frame, that is, D n- D n+ results 1.
  • the information calculated in step S320 and the relationship between the contrast difference data of the contrast data of two adjacent one may include: calculating the result of the difference (i.e., D n -D n + 1)
  • the data relationship with the next frame of contrast data ie D n+1
  • D n+1 the data relationship between (D n- D n+1 ) and D n+1 is calculated. Therefore, in step S320, the difference between the calculated information and the adjacent
  • the relationship between one frame of contrast data in the two frames of contrast data can also be described as: the relationship between the difference in calculation information and the difference of one frame of contrast data in two adjacent frames of contrast data.
  • one frame of contrast data when it is the aforementioned D n or D n+1 , can be a complex analysis containing information such as amplitude and phase.
  • the signal is, for example, an I ⁇ J-dimensional complex matrix, where I and J can represent the number of vertical dots and the number of horizontal lines, respectively.
  • the aforementioned information difference between two adjacent frames of contrast data may include amplitude difference, phase difference or frequency difference.
  • one frame of contrast data (whether it is the aforementioned D n or D n+1 ) can be an analytical signal containing at least amplitude information, for example, an I ⁇ J dimensional matrix, Among them, I and J can respectively represent the number of vertical dots and the number of horizontal lines. Based on this, the aforementioned difference in information between two adjacent frames of contrast data may include a difference in amplitude.
  • step S320 when the information difference between two adjacent frames of contrast data is a magnitude difference, in one embodiment, in step S320, the information difference between two adjacent frames of contrast data is calculated, and the information difference is calculated as compared with the adjacent one.
  • the relationship between one frame of contrast data in two frames of contrast data may include: calculating the difference data between two adjacent frames of contrast data, and calculating the respective amplitude data of the difference data and one frame of contrast data; the amplitude based on the difference data
  • the data and the amplitude data of one frame of contrast data are calculated to calculate the amplitude ratio of the difference data to one frame of contrast data, and the result of the relationship between the difference data and one frame of contrast data is obtained.
  • the ratio may be calculated after logarithmic compression is performed on the amplitude data to reduce the amount of calculation. For example, if the ratio (result of the relationship) is expressed as R, then R can be expressed as the following formula:
  • abs represents the amplitude (absolute value)
  • log10 represents the logarithmic operation with 10 as the base
  • symbol “./” represents the point-to-point division operation of the matrix
  • R is the I ⁇ J-dimensional real matrix
  • I and J are such as The foregoing. It should be understood that this formula is only exemplary.
  • the information difference between the contrast data of two adjacent frames is the amplitude difference
  • the information difference between the contrast data of the two adjacent frames is calculated in step S320, and the information difference is calculated as compared with that of the adjacent two frames.
  • the relationship between one frame of contrast data in the contrast data may include: calculating the difference data between two adjacent frames of contrast data, calculating the ratio between the difference data and one frame of contrast signal data; solving the amplitude of the contrast value to obtain the difference data and The amplitude ratio of one frame of contrast data is used as the result of the relationship between the difference data and one frame of contrast data.
  • the ratio between the difference data and the differenced frame of contrast data is calculated first, and then the amplitude is solved for the ratio, and finally the amplitude ratio between the difference data and the differenced frame of contrast data can be obtained.
  • the difference between the difference data and the differenced frame of contrast signal data can also be calculated, and then based on the difference and The relationship of the preset threshold value determines the result of the relationship between the difference data and the differenced one frame of contrast data.
  • step S320 when the information difference between two adjacent frames of contrast data is a phase difference, in one embodiment, in step S320, the information difference between two adjacent frames of contrast data is calculated and calculated
  • the relationship between the information difference and one frame of contrast data in two adjacent frames of contrast data may include: calculating the difference data between two adjacent frames of contrast data, and calculating the respective phase data of the difference data and one frame of contrast data; Based on the phase data of the differential data and the phase data of one frame of contrast data, the phase difference between the differential data and one frame of contrast data is calculated, and the result of the relationship between the differential data and one frame of contrast data is obtained.
  • first calculate the phase data of the difference data and the differenced frame of contrast data then calculate the difference between the two, and use the calculated phase difference value as the difference data and the differenced frame of contrast data. The result of the relationship between the data.
  • the information difference between two adjacent frames of contrast data is a phase difference
  • the ratio between the difference data and the differenced frame of contrast data is calculated first, and then the phase is solved for the ratio, and finally the phase difference between the difference data and the differenced frame of contrast data can be obtained.
  • Value as the result of the relationship between the difference data and the differenced one frame of contrast data.
  • one frame of contrast data when the contrast data is contrast image data, one frame of contrast data (whether it is the aforementioned D n or D n+1 ) may be a data set containing gray information, for example, V ⁇ H A dimensional matrix, where V and H can represent the number of vertical pixels and the number of horizontal pixels, respectively.
  • calculating the information difference between two adjacent frames of contrast data in step S320, and calculating the relationship between the information difference and one frame of contrast data in the adjacent two frames of contrast data may include : Calculate the forward difference result between the next frame of contrast image and the previous frame; calculate the gray ratio between the forward difference result and the previous frame of contrast image.
  • calculating the information difference between two adjacent frames of contrast data and calculating the relationship between the information difference and one frame of contrast data in the two adjacent frames of contrast data in step S320 may include: calculating The backward difference result of the previous frame of contrast image and the next frame of contrast image; calculate the gray ratio of the backward difference result and the next frame of contrast image.
  • the above exemplarily describes the calculation method of the relationship between the information difference between two adjacent frames of contrast data and one frame of contrast data in the adjacent two frames of contrast data.
  • the relationship between the information difference between two frames of angiographic data and the differenced one frame of angiographic data in two adjacent frames of angiographic data can reduce the data points with strong tissue residue and weak (or even no tissue residue) in one frame of angiographic data.
  • the data points of tissue residues are clearly distinguished. This will be described below in conjunction with FIG. 4 and FIGS. 5A to 5C.
  • Fig. 4 shows a double real-time image of human thyroid angiography when no contrast agent is injected. As shown in Figure 4, it shows that a total of 100 frames of contrast beam synthesis of the human thyroid gland are collected under the condition of no contrast agent.
  • One of the corresponding contrast double real-time images of the I/Q data is shown in Figure 4 The left half of is the tissue image, and the right half is the contrast image. As shown in the right half of FIG. 4, the tissue residues are mainly concentrated at the data points included in the boxes 410 and 420, and there is only noise at the remaining data points.
  • a frame of contrast data (contrast signal data or contrast image data) can be classified.
  • the data points included in the box 410 are mainly represented as cortex that is likely to cause signal saturation.
  • the layer which is the most obvious data point location area of tissue residue, is generally the near field area, and the relative displacement with the probe is small, and it is far away from the organ to be scanned, and is not easily affected by the patient’s breathing; after the frame difference, the data point The signal amplitude in the location area will be significantly reduced, as shown in Figure 5A.
  • the data points included in the frame 420 (for example, called the second category data points) mainly include tissue residues caused by strong reflective surfaces such as blood vessel walls and organ envelopes.
  • the data points included in the box 430 (for example, referred to as the third category data points) mainly include inter-frame noise, which is generally Gaussian-white noise, and generally the far-field area; after the inter-frame difference, the overall variance will become larger. , As shown in Figure 5C.
  • the embodiments of the present application are based on this, and the strong residual tissue in a frame of angiography data can be Data points and data points with weak tissue residue (or even no tissue residue) are clearly distinguished, so that a frame of contrast data can be classified based on the relationship, and at least part of the frame of contrast data can be suppressed based on the classification result Therefore, the residual part of the tissue can be effectively suppressed and the effect of the intensity of the contrast agent is not affected as much as possible.
  • one frame of contrast data can be expressed as a matrix, so the difference data of two adjacent frames of contrast data can also be expressed as a matrix.
  • the difference data of two adjacent frames of contrast data can be expressed as the first A matrix
  • a frame of contrast data to be compared with the first matrix is expressed as a second matrix
  • the step S330 to classify a frame of contrast data based on the relationship may include: determining the data points in the first matrix and The numerical interval to which the relationship result of the data point at the corresponding position in the second matrix belongs; and the data point at the corresponding position in the second matrix is classified as belonging to the corresponding category based on the numerical interval to which the relationship result belongs.
  • data points of different categories belonging to different numerical intervals in the second matrix can be divided by presetting a number of numerical intervals.
  • the numerical interval may be determined based on one or more preset thresholds. Obviously, the greater the number of preset thresholds, the more numerical intervals are divided, and the finer the classification of data points in a frame of angiographic data.
  • a numerical interval based on a preset threshold T (where the value range of T is, for example, 0 to 1) is used as an example for description.
  • the preset numerical interval may include a first numerical interval and a second numerical interval, the first numerical interval is, for example, (0, T], and the second numerical interval is, for example, (T, 1). (0,T) corresponds to the first type of data point, and the second numerical interval (T,1) corresponds to the second type of data point.
  • the data point in the first matrix (the difference data of two adjacent frames of angiographic data) and the first The relationship result (for example, the aforementioned amplitude ratio R) of the data points at the corresponding positions in the two matrices (one frame of contrast data that is differenced in two adjacent frames of contrast data) is within the first numerical interval, that is, R ⁇ (0, T], the data points at the corresponding positions in the second matrix are divided into data points of the first category; when determining the relationship between the data points in the first matrix and the data points at the corresponding positions in the second matrix (for example, When the aforementioned amplitude ratio R) is within the second numerical interval, that is, R ⁇ (T,1], the data point at the corresponding position in the second matrix is divided into the second type of data point.
  • the signal amplitude will be significantly reduced compared to the signal amplitude of the differenced frame of contrast data.
  • the ratio between the amplitudes is relatively small, that is, the R value is relatively small; as described above in conjunction with Figure 4 and Figure 5B, after the inter-frame difference, the signal amplitude is slightly weaker or close to the signal amplitude of the differenced frame of contrast data , That is, the ratio between the signal amplitude of the differential data and the signal amplitude of one frame of contrast data to be differentiated is relatively large, that is, the R value is relatively large.
  • the first category data points corresponding to R ⁇ (0, T) are compared with the second category data points corresponding to R ⁇ (T, 1], and the tissue residue at the first category data points is stronger than (more than ) Tissue residues at data points of the second category.
  • the numerical interval based on a preset threshold T may also include a third numerical interval, that is, a numerical interval (1,+ ⁇ ) ⁇ (- ⁇ ,0).
  • a third numerical interval that is, a numerical interval (1,+ ⁇ ) ⁇ (- ⁇ ,0).
  • the signal amplitude is stronger than the signal amplitude of the differenced one frame of contrast data, that is, R is greater than 1, which means the third
  • the category data points are noise data points (R less than 0 is considered to be a manifestation of the randomness of noise).
  • performing suppression processing on at least part of the data in one frame of contrast data based on the classification result in step S330 may include: determining, based on the classification result, data that needs to be suppressed in one frame of contrast data; Different types of data in the data that need to be suppressed are processed with different suppression factors.
  • different types of data can be processed differently, for example, the data points with strong residual tissues described in the foregoing (such as the data points in the box 410 in FIG. 4 or the foregoing are classified as the first
  • a weaker suppression factor can be used for processing (moderate suppression ), in order to appropriately suppress the weak tissue residue in the contrast data without affecting the intensity of the contrast agent, where the suppression factor can be expressed as F, exemplarily, For positive decimal R, it tends to 1 after opening the root sign, in order to achieve a more conservative inhibitory effect.
  • the suppression process may not be required, or the suppression factor F It is equal to 1, that is, no processing is performed. Based on this, the effect of effectively suppressing tissue residue without affecting the intensity of the contrast agent can be achieved. It should be understood that the different types of data points represented by the above boxes 410-430 are only an example, and are not used to limit the present invention.
  • F can also be expressed as a matrix.
  • the point-to-point multiplication of the two matrices can realize the tissue residue printing processing of the angiographic data. As mentioned earlier, F tends to 0, which means that the inhibitory effect is gradually strengthened; F tends to 1, which means that the inhibitory effect is weakened, or even no treatment.
  • the foregoing numerical interval divided by a single threshold, the calculation method of the suppression factor, and the action mode of the suppression factor are only exemplary, and multiple thresholds may be used to divide the numerical interval according to the teachings of the present application, and the suppression factor may also be other.
  • the calculation method (such as other calculation methods other than square and root), and the action method of the suppression factor can also be other methods (such as not point-to-point multiplication, but addition, division, etc.).
  • the contrast-enhanced ultrasound imaging method 300 excavates the difference between the residual tissue and the contrast agent signal from the perspective of time domain difference (inter-frame difference), and can compare the residual part of the tissue and the contrast agent in the contrast data.
  • the signal part is effectively distinguished, so that the residual part of the tissue can be effectively suppressed and the effect of the intensity of the contrast agent is not affected as much as possible.
  • 6A to 7B can be used to check the tissue residue suppression effect obtained by the ultrasound contrast imaging method according to the embodiment of the present application.
  • two scenarios are considered: the residual suppression effect when the contrast agent is not injected; the residual suppression effect after the injection of the contrast agent and the degree of influence on the intensity of the contrast agent.
  • 6A shows an example of a human thyroid contrast dual real-time image processed by the ultrasound contrast imaging method according to the embodiment of the present application when no contrast agent is injected
  • FIG. An example of double real-time images of human thyroid angiography processed by the contrast-enhanced ultrasound imaging method. As shown in FIGS.
  • FIG. 7A shows an example of a canine liver contrast double real-time image after injection of a contrast agent and not processed by the ultrasound contrast imaging method according to an embodiment of the present application.
  • FIG. 7B shows an example of a canine liver contrast double real-time image after injection of a contrast agent and processed by the ultrasound contrast imaging method according to an embodiment of the present application.
  • the near-field residual is significantly suppressed, the contrast agent signal is slightly lost, and the background noise is unchanged, and the desired effect is also achieved.
  • the above exemplarily shows the ultrasound contrast imaging method 300 according to an embodiment of the present invention.
  • a contrast-enhanced ultrasound imaging method according to other embodiments of the present invention will be described with reference to FIGS. 8 to 12.
  • FIG. 8 shows a schematic flowchart of a contrast-enhanced ultrasound imaging method 800 according to another embodiment of the present application. As shown in FIG. 8, the contrast-enhanced ultrasound imaging method 800 may include the following steps:
  • step S810 the ultrasonic probe is controlled to transmit ultrasonic waves to the target object, receive ultrasonic echoes, and obtain ultrasonic echo signals based on the ultrasonic echoes.
  • step S820 at least two frames of contrast signal data are acquired based on the ultrasound echo signal, wherein each frame of contrast signal data is used to generate one frame of contrast image.
  • step S830 the information difference between two adjacent frames of contrast signal data is calculated, and the relationship between the information difference and one frame of contrast signal data in the two adjacent frames of contrast signal data is calculated.
  • step S840 a frame of contrast signal data is divided into regions based on the relationship, and the contrast signal data of different regions is processed with different suppression factors.
  • step S850 a contrast image is generated based on the processed one frame of contrast signal data.
  • the contrast-enhanced ultrasound imaging method 800 at least two frames of contrast signal data are acquired in real-time, and based on the difference in information between two adjacent frames of contrast signal data and the difference in the contrast signal data of two adjacent frames
  • one frame of contrast signal data is divided into regions, the contrast signal data of different regions are processed with different suppression factors, and finally the contrast image is generated based on the processed contrast signal data.
  • the contrast-enhanced ultrasound imaging method 800 in the contrast-enhanced ultrasound imaging method 800 according to the embodiment of the present application, it is also based on the difference in information between two adjacent frames of contrast data.
  • the relationship between the differenced one-frame contrast data in the two-frame contrast data performs tissue residue suppression processing on the differenced one-frame contrast data.
  • the difference is that in the contrast-enhanced ultrasound imaging method 800 according to the embodiment of the present application, it is based on the difference between the information difference between two adjacent frames of contrast signal data and the differenced one frame of contrast signal data.
  • the frame contrast signal data is divided into regions, and contrast images are generated based on the contrast signal data obtained after different regions are processed by different suppression factors.
  • contrast-enhanced ultrasound imaging method 800 of the embodiment of the present application differs from the contrast-enhanced ultrasound imaging method 300 of the embodiment of the present application, and the remaining similarities are only briefly summarized.
  • one frame of contrast signal data can be organized
  • the area with strong residual such as the contrast signal data corresponding to the area in the box 410 shown in Figure 4 above
  • the area with weak tissue residual such as the contrast signal data corresponding to the area in the box 420 shown in Figure 4 above
  • tissue residue such as the contrast signal data corresponding to the area in the box 430 shown in Figure 4 above
  • a frame of contrast signal data can be partitioned based on the relationship (for example, divided into tissue residue Strong areas, areas with weak tissue residues, areas without tissue residues, etc.), and based on the results of region division, different areas of a frame of contrast signal data are suppressed by different suppression factors, so that the generated contrast image can be organized
  • the residual part is effectively suppressed and does not affect the effect of the contrast agent intensity.
  • the contrast signal data of two adjacent frames includes the contrast signal data of the previous frame and the contrast signal data of the next frame.
  • the calculation of the information difference between the contrast signal data of the two adjacent frames in step S830 may include : Calculate the forward difference result between the contrast signal data of the next frame and the contrast signal data of the previous frame; the relationship between the calculated information difference in step S830 and one frame of contrast signal data in two adjacent frames of contrast signal data includes: Calculate the relationship between the forward difference result and the contrast signal data of the previous frame.
  • the contrast signal data of two adjacent frames includes the contrast signal data of the previous frame and the contrast signal data of the next frame.
  • the calculation of the information difference between the contrast signal data of the two adjacent frames in step S830 includes: Calculate the backward difference result between the contrast signal data of the previous frame and the contrast signal data of the next frame; the relationship between the calculated information difference in step S830 and one frame of contrast signal data in two adjacent frames of contrast signal data includes: calculation The backward difference result is related to the size of the contrast signal data of the next frame.
  • the contrast signal data acquired based on the ultrasound echo signal in step S820 may be the contrast signal data obtained after at least beam synthesis processing is performed on the ultrasound echo signal.
  • the information difference includes amplitude difference, phase difference or frequency difference.
  • the contrast signal data acquired based on the ultrasound echo signal in step S820 is the contrast signal data obtained after at least performing analog-to-digital conversion processing on the ultrasound echo signal.
  • the difference in information includes the difference in amplitude.
  • step S830 the information difference between two adjacent frames of contrast signal data is calculated, and the relationship between the information difference and one frame of contrast signal data in the two adjacent frames of contrast signal data is calculated, It may include: calculating the difference data between two adjacent frames of contrast signal data, performing envelope detection on the difference data and the differenced frame of contrast signal data, respectively, to obtain the respective amplitudes of the difference data and the differenced frame of contrast signal data Data; based on the amplitude data of the differential data and the amplitude data of the differenced one frame of contrast signal data, calculate the amplitude ratio of the difference data and the differenced one frame of contrast signal data to obtain the difference between the difference data and the differenced one frame of contrast signal data The result of the relationship.
  • logarithmic compression may also be performed on the result obtained after envelope detection, and the area division of a frame of contrast signal data to be differentiated based on the amplitude ratio may be based on the logarithmically compressed amplitude ratio.
  • step S830 the information difference between two adjacent frames of contrast signal data is calculated, and the information difference is calculated between the difference of one frame of contrast signal data in the adjacent two frames of contrast signal data
  • the relationship may include: calculating the difference data between two adjacent frames of contrast signal data, calculating the ratio of the difference data and the differenced one frame of contrast signal data; performing envelope detection on the comparison value, and obtaining the difference data and the differenced one
  • the amplitude ratio of the frame contrast signal data is taken as the result of the relationship between the difference data and the differenced one frame of contrast signal data.
  • step S830 the information difference between the contrast signal data of two adjacent frames is calculated, and the difference between the information difference and the contrast signal data of one frame of the contrast signal data of the adjacent two frames is calculated.
  • the relationship may include: calculating the difference data between two adjacent frames of contrast signal data, and calculating the respective phase data of the difference data and the differenced one frame of contrast signal data; the phase data based on the difference data and the differenced one frame of contrast data.
  • the phase data of the signal data calculates the phase difference value between the difference data and the differenced frame of contrast signal data, and obtains the relationship result between the difference data and the differenced frame of contrast signal data.
  • step S830 the information difference between two adjacent frames of contrast signal data is calculated, and the information difference is calculated between the difference of one frame of contrast signal data in the adjacent two frames of contrast signal data
  • the relationship may include: calculating the difference data between two adjacent frames of contrast signal data, calculating the ratio between the difference data and the differenced one frame of contrast signal data; performing the argument detection on the comparison value, and obtaining the difference data and the differenced one
  • the phase difference value of the frame contrast signal data is the result of the relationship between the difference data and the differenced one frame of contrast signal data.
  • the difference data of two adjacent frames of contrast signal data may include a first matrix
  • the differenced frame of contrast signal data may include a second matrix.
  • one frame of contrast signal data is determined based on the relationship.
  • the area division may include: determining the numerical interval to which the relationship result between the data point in the first matrix and the data point at the corresponding position in the second matrix belongs; and dividing the corresponding position in the second matrix based on the numerical interval to which the relationship result belongs.
  • the data points at are divided into corresponding areas.
  • data points in different regions belonging to different numerical intervals in the second matrix can be divided by pre-setting several numerical intervals.
  • the numerical interval is determined based on one or more preset thresholds. Obviously, the greater the number of preset thresholds, the more numerical intervals are divided, and the finer the area division of one frame of contrast signal data.
  • a numerical interval based on a preset threshold T (where the value range of T is, for example, 0 to 1) is used as an example for description.
  • the preset numerical interval may include a first numerical interval and a second numerical interval. The first numerical interval is, for example, (0, T], and the second numerical interval is, for example, (T, 1).
  • the relationship result of the data points belongs to the first numerical interval, that is, when R ⁇ (0,T], the data point at the corresponding position in the second matrix is divided into the data point of the first region, For example, the data points in the near-field residual area shown in the figure.
  • the relationship result between any data point in the first matrix and the data point at the corresponding position in the second matrix belongs to the second value
  • the interval that is, when R ⁇ (T,1]
  • the data points at the corresponding positions in the second matrix are divided into data points in the second area, such as the data points in the midfield residual area shown in the figure.
  • the first area There are more tissue residues in the second region than in the second region.
  • the numerical interval based on a preset threshold T may also include a third numerical interval, that is, a numerical interval (1,+ ⁇ ) ⁇ (- ⁇ ,0).
  • a third numerical interval that is, a numerical interval (1,+ ⁇ ) ⁇ (- ⁇ ,0).
  • the suppression processing can be performed in a targeted manner.
  • the residual tissue in the near-field residual area is the most obvious, the residual tissue in the mid-field residual area is weak, and the noise area is basically free of tissue residual. Therefore, in the embodiment of the present application, the data points in the near-field residual area are processed by the first suppression factor, and the data points in the midfield residual area are processed by the second suppression factor.
  • the suppression effect of the first suppression factor is greater than Inhibition of the second inhibitor.
  • the second inhibitory factor can be expressed as F2, exemplarily, For positive decimal R, it tends to 1 after opening the root sign, in order to achieve a more conservative inhibitory effect.
  • the data points in the noise area are processed by a third suppression factor, and the suppression effect of the third suppression factor is smaller than that of the second suppression factor.
  • the differenced one frame of contrast signal data can be expressed as a second matrix
  • the data points in different regions in the second matrix can be processed by different suppression factors. Therefore, the suppression factor can also be expressed as a matrix.
  • the second matrix performs point-to-point multiplication to realize the tissue residue printing processing of the angiographic data.
  • the inhibitory factor tends to 0, which means that the inhibitory effect is gradually strengthened; the inhibitory factor tends to 1, it means that the inhibitory effect is weakened, or even no treatment.
  • the foregoing numerical interval divided by a single threshold, the calculation method of the suppression factor, and the action mode of the suppression factor are only exemplary, and multiple thresholds may be used to divide the numerical interval according to the teachings of the present application, and the suppression factor may also be other.
  • the calculation method (such as other calculation methods other than square and root), and the action method of the suppression factor can also be other methods (such as not point-to-point multiplication, but addition, division, etc.).
  • the contrast-enhanced ultrasound imaging method 700 excavates the difference between the residual tissue and the contrast agent signal from the perspective of time domain difference (inter-frame difference), and can compare the residual tissue area in the contrast signal data with the contrast agent signal.
  • the agent signal area is effectively distinguished, so that the residual area of the tissue can be effectively suppressed and the effect of the contrast agent intensity is not affected as much as possible.
  • FIG. 9 shows a schematic flowchart of a contrast-enhanced ultrasound imaging method 900 according to another embodiment of the present application.
  • the contrast-enhanced ultrasound imaging method 900 may include the following steps:
  • step S910 the ultrasonic probe is controlled to transmit ultrasonic waves to the target object, receive ultrasonic echoes, and obtain ultrasonic echo signals based on the ultrasonic echoes.
  • step S920 the contrast signal data is acquired based on the ultrasound echo signal, and a contrast image is generated based on the contrast signal data.
  • step S930 at least two frames of contrast images are acquired, the information difference between two adjacent frames of contrast images is calculated, and the relationship between the information difference and one of the two adjacent frames of contrast images is calculated.
  • step S940 a frame of contrast image is divided into regions based on the relationship, and different regions of a frame of contrast image are processed with different suppression factors.
  • the ultrasound contrast imaging method 900 at least two frames of contrast image data are acquired in real-time, and based on the difference in information between two adjacent frames of contrast image data and the difference between the two adjacent frames of contrast image data For the relationship between one frame of contrast image data, one frame of contrast image data is divided into regions, and the contrast image data of different regions is processed with different suppression factors.
  • the contrast-enhanced ultrasound imaging method 900 is also based on the difference in information between two adjacent frames of contrast data.
  • the relationship between one frame of contrast data in the two frames of contrast data performs tissue residue suppression processing on one frame of contrast data.
  • the difference is that in the ultrasound contrast imaging method 800 according to the embodiment of the present application, it is based on the difference between the information difference between two adjacent frames of contrast image data and the difference between one frame of contrast image data in two adjacent frames of contrast image data.
  • the relationship divides a frame of contrast image data into regions, instead of dividing a frame of contrast signal based on the information difference between two adjacent frames of contrast signal data and the relationship between one frame of contrast signal data in two adjacent frames of contrast signal data
  • the data is divided into regions.
  • one frame of contrast image data can be organized Areas with strong residues (such as the area within the box 410 shown in Figure 4 above) and areas with weak tissue residues (such as the area within the box 420 shown in Figure 4 above) and regions with basically no tissue residues (such as the above
  • the area within the frame 430 shown in FIG. 4 is clearly distinguished, so that a frame of contrast image data can be partitioned based on the relationship (for example, divided into areas with strong tissue residue, areas with weak tissue residue, and no tissue residue).
  • different areas of a frame of contrast image data are suppressed by different suppression factors, so that the residual part of the processed contrast image can be effectively suppressed without affecting the intensity of the contrast agent. Effect.
  • two adjacent frames of contrast images include the previous frame of contrast images and the next frame of contrast images
  • the calculation of the information difference between the two adjacent frames of contrast images in step S930 may include: calculating the latter The result of the forward difference between a frame of contrast image and the previous frame of contrast image
  • the relationship between the calculated information difference in step S930 and one frame of contrast image in two adjacent frames of contrast image may include: the calculation of the forward difference result and the previous frame The gray scale ratio of a contrast image.
  • two adjacent frames of contrast image include the previous frame of contrast image and the next frame of contrast image
  • the calculation of the information difference between the two adjacent frames of contrast image in step S930 may include: calculating the previous frame The result of the backward difference between one frame of contrast image and the next frame of contrast image
  • the relationship between the calculated information difference in step S930 and one of the two adjacent frames of contrast image may include: the result of calculating the backward difference and the latter one The gray ratio of the contrast image of the frame.
  • the difference in information includes a first matrix
  • a frame of contrasted image to be differentiated includes a second matrix.
  • dividing the frame of contrasted image into regions may include: determining the difference in the first matrix The numerical interval to which the gray scale ratio of the data point and the data point at the corresponding position in the second matrix belongs; and the data point at the corresponding position in the second matrix is divided into the corresponding area based on the numerical interval to which the gray scale ratio belongs.
  • the numerical interval is determined based on one or more preset thresholds.
  • the numerical interval includes a first numerical interval and a second numerical interval determined based on a preset threshold; the first numerical interval corresponds to the first region, the second numerical interval corresponds to the second region, and More tissue residues in the second area than in the second area; when the gray scale ratio of any data point in the first matrix to the data point at the corresponding position in the second matrix belongs to the first numerical interval, the first area The data points in the second matrix are processed by the first suppression factor; when the grayscale ratio of any data point in the first matrix to the data point at the corresponding position in the second matrix belongs to the second numerical interval, the second area is The data points of using the second inhibitory factor for processing, the inhibitory effect of the first inhibitory factor is greater than the inhibitory effect of the second inhibitory factor.
  • the first area is the near field residual area
  • the second area is the midfield residual area
  • the numerical interval further includes a third numerical interval corresponding to the noise area; when the grayscale ratio of any data point in the first matrix to the data point at the corresponding position in the second matrix belongs to the third In the numerical interval, the data points in the noise area are processed by the third suppression factor, and the suppression effect of the third suppression factor is less than the suppression effect of the second suppression factor.
  • the third suppression factor is equal to 1.
  • the contrast-enhanced ultrasound imaging method 900 excavates the difference between the residual tissue and the contrast agent signal from the perspective of time domain difference (inter-frame difference), and can compare the residual tissue area in the contrast image data with the contrast agent signal.
  • the agent image area is effectively distinguished, so that the residual area of the tissue can be effectively suppressed and the effect of the contrast agent strength is not affected as much as possible.
  • FIG. 10 is a schematic flowchart of a contrast-enhanced ultrasound imaging method 1000 according to another embodiment of the present application. As shown in FIG. 10, the contrast-enhanced ultrasound imaging method 100 may include the following steps:
  • step S1010 the ultrasonic probe is controlled to transmit ultrasonic waves to the target object, receive echoes of the ultrasonic waves, and obtain ultrasonic echo signals based on the echoes of the ultrasonic waves.
  • step S1020 at least two frames of contrast signal data are acquired based on the ultrasound echo signal, wherein each frame of contrast signal data is used to generate one frame of contrast image.
  • step S1030 the information difference between two adjacent frames of contrast signal data is calculated, and the relationship between the information difference and one frame of contrast signal data in the two adjacent frames of contrast signal data is calculated.
  • step S1040 the one frame of contrast signal data is classified based on the relationship, and at least part of the data of the one frame of contrast signal data is suppressed based on the classification result.
  • step S1050 a contrast image is generated based on the processed one frame of contrast signal data.
  • the contrast-enhanced ultrasound imaging method 1000 according to the embodiment of the present application is similar to the foregoing contrast-enhanced ultrasound imaging method 300 according to the embodiment of the present application as a whole, except that the contrast-enhanced ultrasound imaging method 1000 according to the embodiment of the present application is real-time in steps S1010-S1020.
  • Two frames of contrast data are acquired, and the acquired contrast data is contrast signal data used to generate a contrast image.
  • the contrast signal data acquired in steps S1010-S1020 may be baseband data, and the information difference between the contrast signal data of two adjacent frames includes amplitude difference, phase difference or frequency difference.
  • the contrast-enhanced ultrasound imaging method 1000 excavates the difference between the residual tissue and the contrast agent signal from the perspective of time domain difference (inter-frame difference), and can compare the residual tissue area in the contrast signal data with the contrast agent signal.
  • the agent signal area is effectively distinguished, so that the residual area of the tissue can be effectively suppressed and the effect of the contrast agent intensity is not affected as much as possible.
  • FIG. 11 shows a schematic flowchart of a contrast-enhanced ultrasound imaging method 1100 according to another embodiment of the present application. As shown in FIG. 10, the contrast-enhanced ultrasound imaging method 1100 may include the following steps:
  • step S1110 the ultrasonic probe is controlled to transmit ultrasonic waves to the target object, receive ultrasonic echoes, and obtain ultrasonic echo signals based on the ultrasonic echoes.
  • step S1120 the contrast signal data is acquired based on the ultrasound echo signal, and a contrast image is generated based on the contrast signal data.
  • step S1130 the information difference between two adjacent contrast images is calculated, and the relationship between the information difference and one of the two adjacent contrast images is calculated.
  • step S1140 the one-frame contrast image is classified based on the relationship, and at least part of the one-frame contrast image is suppressed based on the classification result.
  • the contrast-enhanced ultrasound imaging method 1100 according to the embodiment of the present application is similar to the foregoing contrast-enhanced ultrasound imaging method 300 according to the embodiment of the present application as a whole, except that the contrast-enhanced ultrasound imaging method 1100 according to the embodiment of the present application acquires in real time in steps S1110-S1120 At least two contrast images.
  • calculating the information difference between two adjacent frames of contrast images in step S1130 may include: calculating the gray difference result between two adjacent frames of contrast images; calculating the information difference in step S1130
  • the relationship with one frame of contrast images in two adjacent frames of contrast images may include: calculating the gray level ratio between the gray difference result and one frame of contrast images in two adjacent frames of contrast images.
  • the contrast-enhanced ultrasound imaging method 1100 excavates the difference between the residual tissue and the contrast agent signal from the perspective of time domain difference (inter-frame difference), and can compare the residual tissue area in the contrast image data with the contrast agent signal.
  • the agent image area is effectively distinguished, so that the residual area of the tissue can be effectively suppressed and the effect of the contrast agent strength is not affected as much as possible.
  • an embodiment of the present invention also provides a contrast-enhanced ultrasound imaging apparatus 100, which can be used to implement the above-mentioned contrast-enhanced imaging method.
  • the ultrasound contrast imaging apparatus 100 may include a probe 110, a transmitting circuit 112, a receiving circuit 114, a beam combining circuit 116, a processor 118 and a display 120, a transmitting/receiving selection switch 122, and some or all of the components in the memory 124, and the correlation of each component
  • the description can refer to the above.
  • the transmitting circuit 112 is used to excite the ultrasonic probe 110 to transmit ultrasonic waves to the target object.
  • the receiving circuit 114 is used to control the ultrasonic probe 110 to receive the ultrasonic echo returned from the target object to obtain the ultrasonic echo signal.
  • the processor 118 may be used to execute the above-mentioned contrast-enhanced ultrasound imaging methods 300, 800, 900, 1000, and 1100. Hereinafter, only the main functions of the ultrasound contrast imaging apparatus 100 are described, and the details that have been described above are omitted.
  • the processor 118 calculates the information difference between two adjacent frames of contrast data, and calculates the relationship between the information difference and one frame of contrast data in the two adjacent frames of contrast data; The relationship classifies the one frame of contrast data, and performs suppression processing on at least part of the one frame of contrast data based on the classification result.
  • the difference in information between two adjacent frames of contrast data includes an amplitude difference, a phase difference, or a frequency difference.
  • the processor 118 calculates the difference data between the two adjacent frames of contrast data, and calculates the difference data and the one.
  • the amplitude data of each frame of contrast data based on the amplitude data of the differential data and the amplitude data of the one frame of contrast data, the amplitude ratio of the differential data and the one frame of contrast data is calculated to obtain the difference data and the The result of the relationship between one frame of contrast data.
  • the processor 118 calculates the difference data between the two adjacent frames of contrast data, and compares the difference data with the one frame. Calculating the ratio of the contrast data; and solving the amplitude of the ratio to obtain the ratio of the amplitude of the difference data to the one frame of contrast data, which is used as the result of the relationship between the difference data and the one frame of contrast data.
  • the processor 118 calculates the difference data between the two adjacent frames of contrast data, and calculates the difference data and the one The phase data of each frame of contrast data; the phase difference between the difference data and the one frame of contrast data is calculated based on the phase data of the differential data and the phase data of the one frame of contrast data, to obtain the difference data and the phase data Describe the results of the relationship between one frame of contrast data.
  • the processor 118 calculates the difference data between the two adjacent frames of contrast data, and compares the difference data with the one frame. Calculating the ratio of the contrast data; and solving the phase of the ratio to obtain the phase difference value between the difference data and the one frame of contrast data as a result of the relationship between the difference data and the one frame of contrast data.
  • the difference data includes a first matrix
  • the one frame of contrast data includes a second matrix
  • the processor 118 is configured to determine the data points in the first matrix and the corresponding data points in the second matrix.
  • the numerical interval to which the relationship result of the data point at the position belongs, and the data point at the corresponding position in the second matrix is classified as belonging to the corresponding category based on the numerical interval to which the relationship result belongs.
  • the processor 118 is configured to determine, based on the result of the classification, data that needs to be suppressed in the one frame of angiographic data; and use different suppression for different types of data in the data that needs to be suppressed. Factor processing.
  • the numerical interval is determined based on one or more preset thresholds.
  • the numerical interval includes a first numerical interval and a second numerical interval determined based on the preset threshold; the first numerical interval corresponds to a first type of data point, and the second numerical interval corresponds to a first numerical interval.
  • Two types of data points, and the tissue residues at the first type data points are stronger than the tissue residues at the second type data points; when any data point in the first matrix and the second matrix When the result of the relationship between the data points at the corresponding positions belongs to the first numerical interval, the data points at the corresponding positions in the second matrix are divided into data points of the first category; when any of the data points in the first matrix When the result of the relationship between a data point and the data point at the corresponding position in the second matrix belongs to the second numerical interval, the data point at the corresponding position in the second matrix is divided into a second type of data point ; Using a first inhibitor to process the first category of data points, using a second inhibitor to process the second category of data points, the inhibitory effect of the first inhibitory factor is greater than that of the second
  • the processor 118 calculates the information difference between two adjacent frames of contrast data, and calculates the relationship between the information difference and one frame of contrast data in the two adjacent frames of contrast data; The relationship divides the one frame of contrast data into regions, and uses different suppression factors to process the contrast data in different regions.
  • the contrast data may be contrast signal data used to generate one frame of contrast image, or one frame of contrast image data.
  • FIG. 12 shows a schematic block diagram of an ultrasound contrast imaging apparatus 1200 according to an embodiment of the present application.
  • the ultrasound contrast imaging apparatus 1200 includes a memory 1210 and a processor 1220.
  • the memory 1210 stores programs for implementing corresponding steps in the ultrasound contrast imaging methods 300, 800, 900, 1000, and 1100 according to the embodiments of the present application.
  • the processor 1220 is configured to run a program stored in the memory 1210 to execute corresponding steps of the ultrasound contrast imaging methods 300, 800, 900, 1000, and 1100 according to the embodiments of the present application.
  • a storage medium on which program instructions are stored, and when the program instructions are run by a computer or a processor, they are used to execute the ultrasound contrast imaging The corresponding steps of the method.
  • the storage medium may include, for example, a memory card of a smart phone, a storage component of a tablet computer, a hard disk of a personal computer, a read-only memory (ROM), an erasable programmable read-only memory (EPROM), a portable compact disk read-only memory (CD-ROM), USB memory, or any combination of the above storage media.
  • the computer-readable storage medium may be any combination of one or more computer-readable storage media.
  • a computer program is also provided, and the computer program can be stored in a cloud or a local storage medium.
  • the computer program is run by a computer or a processor, it is used to execute the corresponding steps of the ultrasound contrast imaging method of the embodiment of the present application.
  • the contrast-enhanced ultrasound imaging method, device, and storage medium excavate the difference between the tissue residue and the contrast agent signal from the perspective of time domain difference (inter-frame difference), and can detect the tissue residue in the contrast data.
  • the part is effectively distinguished from the signal part of the contrast agent, so that the residual part of the tissue can be effectively suppressed and the effect of the intensity of the contrast agent is not affected as much as possible.
  • the disclosed device and method may be implemented in other ways.
  • the device embodiments described above are merely illustrative, for example, the division of the units is only a logical function division, and there may be other divisions in actual implementation, for example, multiple units or components may be combined or It can be integrated into another device, or some features can be ignored or not implemented.
  • the various component embodiments of the present application may be implemented by hardware, or by software modules running on one or more processors, or by a combination of them.
  • a microprocessor or a digital signal processor (DSP) may be used in practice to implement some or all of the functions of some modules according to the embodiments of the present application.
  • This application can also be implemented as a device program (for example, a computer program and a computer program product) for executing part or all of the methods described herein.
  • Such a program for implementing the present application may be stored on a computer readable medium, or may have the form of one or more signals.
  • Such a signal can be downloaded from an Internet website, or provided on a carrier signal, or provided in any other form.

Abstract

An ultrasound contrast imaging method and apparatus, and a storage medium. The method comprises: acquiring at least two frames of contrast data (S310); calculating an information difference between two adjacent frames of contrast data, and calculating a relationship between the information difference and one frame of contrast data in the two adjacent frames of contrast data (S320); and classifying the frame of contrast data on the basis of the relationship, and performing suppression processing on at least some data of the frame of contrast data on the basis of a classification result (S330). By means of the method, the difference between tissue residues and a contrast agent signal is mined from the perspective of a time domain difference (an interframe difference), such that a tissue residue part of contrast data and a contrast agent signal part thereof can be effectively distinguished from one another, the tissue residue part can thus be effectively suppressed, and the influence thereof on the effect of the intensity of a contrast agent is reduced to the greatest possible extent.

Description

超声造影成像方法、装置和存储介质Ultrasound contrast imaging method, device and storage medium
说明书manual
技术领域Technical field
本申请涉及超声造影成像技术领域,更具体地涉及一种超声造影成像方法、装置和存储介质。This application relates to the field of ultrasound contrast imaging technology, and more specifically to an ultrasound contrast imaging method, device and storage medium.
背景技术Background technique
在理想条件下,未注射造影剂的超声造影图像只存在背景噪声。但实际情况中,提取造影剂信号的同时难免引入组织成分,主要由系统发射电路的非对称性导致。以正反谐波方法为例说明,理论上两个幅度、频率一致,相位相反的波形叠加后可完全抵消,然而实际发射电路输出的正、负脉冲并非严格对称,二者叠加后会产生残留信号,体现在造影图像中就是组织残留。Under ideal conditions, there is only background noise in the contrast-enhanced ultrasound image without the injection of contrast agent. However, in actual situations, it is inevitable to introduce tissue components while extracting the contrast agent signal, which is mainly caused by the asymmetry of the system's transmitting circuit. Take the positive and negative harmonic method as an example. In theory, two waveforms with the same amplitude and frequency and opposite phase can be completely canceled after being superimposed. However, the positive and negative pulses output by the actual transmitter circuit are not strictly symmetrical, and residues will be generated after the two are superimposed. The signal, reflected in the contrast image, is the residual tissue.
此外,还有三个因素可导致组织残留。一是组织自身也会产生非线性成分,与造影剂的非线性回波一同被检测到;二是由于信号饱和,非线性成像方法中各个脉冲的幅度经过调制后,组织的线性成分无法被抵消,多出现在血管壁、脏器包膜和骨头等强反射面;三是扫查过程中的运动(探头位移、病人呼吸等),会导致非线性成像方法中各脉冲回波的失相关,进而不满足组织信号相消的条件。In addition, there are three factors that can cause tissue residue. One is that the tissue itself will also produce a nonlinear component, which is detected together with the nonlinear echo of the contrast agent; the other is that the linear component of the tissue cannot be cancelled after the amplitude of each pulse in the nonlinear imaging method is modulated due to the signal saturation. , Which mostly appear on strong reflective surfaces such as blood vessel walls, organ capsules, and bones; third, movement during scanning (probe displacement, patient respiration, etc.), which will cause the loss of correlation between pulse echoes in nonlinear imaging methods. Furthermore, the condition of tissue signal cancellation is not satisfied.
组织残留会干扰用户对造影剂信号的观察,进而影响诊断结果的准确性。对此,现有解决方案一方面从前端硬件入手,研究如何进一步完善发射波形的对称性,但改进难度极大;另一方面则通过新型成像方法(次谐波等)或信号处理手段(滤波等)尽可能抑制组织残留,但除了组织自身产生的非线性成分以外,其他原因导致的组织残留与造影剂信号在频域无法区分,抑制能力受限。Tissue residues can interfere with the user's observation of the contrast agent signal, thereby affecting the accuracy of the diagnosis result. In this regard, the existing solutions start from the front-end hardware on the one hand, and study how to further improve the symmetry of the transmitted waveform, but the improvement is extremely difficult; on the other hand, it uses new imaging methods (sub-harmonics, etc.) or signal processing methods (filtering). Etc.) The tissue residue is suppressed as much as possible, but in addition to the non-linear components generated by the tissue itself, the tissue residue and the contrast agent signal caused by other reasons cannot be distinguished in the frequency domain, and the suppression ability is limited.
发明内容Summary of the invention
本申请提供一种超声造影成像方案,能够有效对造影数据中的组织残 留进行抑制。下面简要描述本申请提出的超声造影成像方案,更多细节将在后续结合附图在具体实施方式中加以描述。The present application provides a contrast-enhanced ultrasound imaging solution, which can effectively suppress tissue residue in the contrast-enhanced data. The following briefly describes the contrast-enhanced ultrasound imaging solution proposed by the present application, and more details will be described in the specific implementation in conjunction with the accompanying drawings.
本申请一方面,提供了一种超声造影成像方法,所述方法包括:控制超声探头向目标对象发射超声波,接收所述超声波的回波,并基于所述超声波的回波获取超声回波信号;基于所述超声回波信号获取至少两帧造影信号数据,其中,每帧造影信号数据用于生成一帧造影图像;计算相邻两帧造影信号数据之间的信息差异,并计算所述信息差异与所述相邻两帧造影信号数据中的一帧造影信号数据之间的关系;基于所述关系将所述一帧造影信号数据进行区域划分,并对不同区域的造影信号数据采用不同的抑制因子进行处理;以及基于经处理的所述一帧造影信号数据生成造影图像。In one aspect of the present application, a contrast-enhanced ultrasound imaging method is provided. The method includes: controlling an ultrasound probe to transmit ultrasound to a target object, receiving an echo of the ultrasound, and obtaining an ultrasound echo signal based on the echo of the ultrasound; Acquire at least two frames of contrast signal data based on the ultrasound echo signal, wherein each frame of contrast signal data is used to generate a frame of contrast image; calculate the information difference between the contrast signal data of two adjacent frames, and calculate the information difference The relationship with one frame of contrast signal data in the two adjacent frames of contrast signal data; based on the relationship, the one frame of contrast signal data is divided into regions, and the contrast signal data in different regions is differently suppressed Factor processing; and generating a contrast image based on the processed one frame of contrast signal data.
本申请另一方面,提供了一种超声造影成像方法,所述方法包括:控制超声探头向目标对象发射超声波,接收所述超声波的回波,并基于所述超声波的回波获取超声回波信号;基于所述超声回波信号获取造影信号数据,并基于所述造影信号数据生成造影图像;获取至少两帧造影图像,计算相邻两帧造影图像之间的信息差异,并计算所述信息差异与所述相邻两帧造影图像中的一帧造影图像之间的关系;以及基于所述关系将所述一帧造影图像进行区域划分,并对所述一帧造影图像的不同区域采用不同的抑制因子进行处理。Another aspect of the present application provides a contrast-enhanced ultrasound imaging method. The method includes: controlling an ultrasound probe to transmit ultrasound to a target object, receiving echoes of the ultrasound, and obtaining ultrasound echo signals based on the echo of the ultrasound. Acquire contrast signal data based on the ultrasound echo signal, and generate contrast images based on the contrast signal data; acquire at least two frames of contrast images, calculate the information difference between two adjacent frames of contrast images, and calculate the information difference And the relationship with one of the two adjacent frames of contrast images; and based on the relationship, the one frame of contrast images is divided into regions, and different regions of the one frame of contrast images are used. Inhibitors are processed.
本申请再一方面,提供了一种超声造影成像装置,所述装置包括:超声探头、发射/接收序列控制器和处理器,其中,所述发射/接收序列控制器用于:激励所述超声探头向目标对象发射超声波,接收所述超声波的回波,基于所述超声波的回波获取超声回波信号;所述处理器用于执行上述超声造影成像方法。In another aspect of the present application, there is provided a contrast-enhanced ultrasound imaging device, the device comprising: an ultrasound probe, a transmission/reception sequence controller, and a processor, wherein the transmission/reception sequence controller is used to: excite the ultrasound probe Transmit ultrasonic waves to a target object, receive echoes of the ultrasonic waves, and obtain ultrasonic echo signals based on the echoes of the ultrasonic waves; the processor is used to execute the above-mentioned contrast-enhanced ultrasound imaging method.
本申请又一方面,提供了一种超声造影成像方法,所述方法包括:获取至少两帧造影数据;计算相邻两帧造影数据之间的信息差异,并计算所述信息差异与所述相邻两帧造影数据中的一帧造影数据之间的关系;基于所述关系将所述一帧造影数据进行分类,并基于所述分类的结果对所述一帧造影数据的至少部分数据进行抑制处理。In yet another aspect of the present application, a contrast-enhanced ultrasound imaging method is provided. The method includes: acquiring at least two frames of contrast data; calculating the information difference between two adjacent frames of contrast data, and calculating the difference between the information and the phase. The relationship between one frame of contrast data in two adjacent frames of contrast data; classifying the one frame of contrast data based on the relationship, and suppressing at least part of the one frame of contrast data based on the result of the classification deal with.
本申请又一方面,提供了一种超声造影成像方法,所述方法包括:控制超声探头向目标对象发射超声波,接收所述超声波的回波,并基于所述 超声波的回波获取超声回波信号;基于所述超声回波信号获取至少两帧造影信号数据,其中,每帧造影信号数据用于生成一帧造影图像;计算相邻两帧造影信号数据之间的信息差异,并计算所述信息差异与所述相邻两帧造影信号数据中的一帧造影信号数据之间的关系;基于所述关系将所述一帧造影信号数据进行分类,并基于所述分类的结果对所述一帧造影信号数据的至少部分数据进行抑制处理;以及基于经处理的所述一帧造影信号数据生成造影图像。In yet another aspect of the present application, a contrast-enhanced ultrasound imaging method is provided. The method includes: controlling an ultrasound probe to transmit ultrasound to a target object, receiving echoes of the ultrasound, and obtaining ultrasound echo signals based on the echo of the ultrasound. Obtain at least two frames of contrast signal data based on the ultrasound echo signal, wherein each frame of contrast signal data is used to generate a frame of contrast image; calculate the information difference between two adjacent frames of contrast signal data, and calculate the information The relationship between the difference and one frame of contrast signal data in the two adjacent frames of contrast signal data; the one frame of contrast signal data is classified based on the relationship, and the one frame is classified based on the result of the classification At least part of the contrast signal data is subjected to suppression processing; and a contrast image is generated based on the processed one frame of contrast signal data.
本申请又一方面,提供了一种超声造影成像方法,所述方法包括:控制超声探头向目标对象发射超声波,接收所述超声波的回波,并基于所述超声波的回波获取超声回波信号;基于所述超声回波信号获取造影信号数据,并基于所述造影信号数据生成造影图像;计算相邻两帧造影图像之间的信息差异,并计算所述信息差异与所述相邻两帧造影图像中的一帧造影图像之间的关系;以及基于所述关系将所述一帧造影图像进行分类,并基于所述分类的结果对至少部分的所述一帧造影图像进行抑制处理。In yet another aspect of the present application, a contrast-enhanced ultrasound imaging method is provided. The method includes: controlling an ultrasound probe to transmit ultrasound to a target object, receiving echo of the ultrasound, and obtaining ultrasound echo signals based on the echo of the ultrasound. Obtain contrast signal data based on the ultrasound echo signal, and generate a contrast image based on the contrast signal data; calculate the information difference between two adjacent frames of contrast image, and calculate the information difference and the adjacent two frames The relationship between a frame of contrast images in the contrast image; and classifying the frame of contrast images based on the relationship, and performing suppression processing on at least part of the frame of contrast images based on a result of the classification.
本申请再一方面,提供了一种超声造影成像装置,所述装置包括超声探头、发射/接收序列控制器和处理器,其中:所述发射/接收序列控制器用于:激励所述超声探头向目标对象发射超声波,接收所述超声波的回波,基于所述超声波的回波获取超声回波信号;所述处理器用于:基于所述超声回波信号获取至少两帧造影数据;计算相邻两帧造影数据之间的信息差异,并计算所述信息差异与所述相邻两帧造影数据中的一帧造影数据之间的关系;基于所述关系将所述一帧造影数据进行分类,并基于所述分类的结果对所述一帧造影数据的至少部分数据进行抑制处理。In another aspect of the present application, there is provided a contrast-enhanced ultrasound imaging device, which includes an ultrasound probe, a transmission/reception sequence controller, and a processor, wherein: the transmission/reception sequence controller is used to: The target object emits ultrasonic waves, receives the echoes of the ultrasonic waves, and obtains ultrasonic echo signals based on the echoes of the ultrasonic waves; the processor is configured to: obtain at least two frames of contrast data based on the ultrasonic echo signals; The information difference between the contrast data of the frame is calculated, and the relationship between the information difference and one frame of the contrast data of the two adjacent frames of contrast data is calculated; the one frame of contrast data is classified based on the relationship, and Based on the result of the classification, at least part of the data of the one frame of contrast data is suppressed.
本申请再一方面,提供了一种超声造影成像装置,所述装置包括超声探头、发射/接收序列控制器和处理器,其中:所述发射/接收序列控制器用于:激励所述超声探头向目标对象发射超声波,接收所述超声波的回波,基于所述超声波的回波获取超声回波信号;所述处理器用于执行上述超声造影成像方法。In another aspect of the present application, there is provided a contrast-enhanced ultrasound imaging device, which includes an ultrasound probe, a transmission/reception sequence controller, and a processor, wherein: the transmission/reception sequence controller is used to: The target object emits ultrasonic waves, receives the echoes of the ultrasonic waves, and obtains ultrasonic echo signals based on the echoes of the ultrasonic waves; the processor is used to execute the above-mentioned contrast-enhanced ultrasound imaging method.
本申请又一方面,提供了一种存储介质,所述存储介质上存储有计算机程序,所述计算机程序在运行时执行上述超声造影成像方法。In another aspect of the present application, a storage medium is provided, and a computer program is stored on the storage medium, and the computer program executes the above-mentioned ultrasound contrast imaging method during operation.
根据本申请实施例的超声造影成像方法、装置和存储介质从时域差分 (帧间差分)的角度挖掘组织残留与造影剂信号的差异性,能够对造影数据中的组织残留部分与造影剂信号部分进行有效区分,从而能够有效抑制组织残留部分且尽可能不影响造影剂强度的效果。The contrast-enhanced ultrasound imaging method, device, and storage medium according to the embodiments of the present application excavate the difference between the residual tissue and the contrast agent signal from the perspective of time domain difference (inter-frame difference), and can compare the residual part of the tissue and the contrast agent signal in the contrast data. The parts are effectively distinguished, so that the residual part of the tissue can be effectively suppressed and the effect of the contrast agent strength is not affected as much as possible.
附图说明Description of the drawings
图1示出造影图像中的组织残留的示意图。Fig. 1 shows a schematic diagram of residual tissue in a contrast image.
图2示出根据本申请一个实施例的超声造影成像装置的示意性框图。Fig. 2 shows a schematic block diagram of an ultrasound contrast imaging apparatus according to an embodiment of the present application.
图3示出根据本申请一个实施例的超声造影成像方法的示意性流程图。Fig. 3 shows a schematic flowchart of a contrast-enhanced ultrasound imaging method according to an embodiment of the present application.
图4示出未注射造影剂时的人体甲状腺造影双实时图像。Fig. 4 shows double real-time images of human thyroid contrast without injection of contrast agent.
图5A示出一帧造影数据中的第一类别数据点在帧间差分前后信号幅度的对比结果。FIG. 5A shows the comparison result of the signal amplitude of the first category data points in one frame of contrast data before and after the inter-frame difference.
图5B示出一帧造影数据中的第二类别数据点在帧间差分前后信号幅度的对比结果。FIG. 5B shows the comparison result of the signal amplitude of the second type of data points in one frame of contrast data before and after the inter-frame difference.
图5C示出一帧造影数据中的第三类别数据点在帧间差分前后信号幅度的对比结果。FIG. 5C shows the comparison result of the signal amplitude of the third category data points in one frame of contrast data before and after the inter-frame difference.
图6A示出未注射造影剂时且未采用根据本申请实施例的超声造影成像方法处理的人体甲状腺造影双实时图像的示例。FIG. 6A shows an example of a double real-time image of human thyroid contrast when no contrast agent is injected and is not processed by the ultrasound contrast imaging method according to an embodiment of the present application.
图6B示出未注射造影剂时且采用根据本申请实施例的超声造影成像方法处理后的人体甲状腺造影双实时图像的示例。FIG. 6B shows an example of a double real-time image of human thyroid contrast after being processed by the ultrasound contrast imaging method according to the embodiment of the present application when no contrast agent is injected.
图7A示出注射造影剂后且未采用根据本申请实施例的超声造影成像方法处理的犬肝脏造影双实时图像的示例。FIG. 7A shows an example of a canine liver contrast double real-time image after injection of a contrast agent and not processed by the ultrasound contrast imaging method according to an embodiment of the present application.
图7B示出注射造影剂后且采用根据本申请实施例的超声造影成像方法处理后的犬肝脏造影双实时图像的示例。FIG. 7B shows an example of a double real-time image of canine liver contrast after injection of a contrast agent and processed by the ultrasound contrast imaging method according to an embodiment of the present application.
图8示出根据本申请另一个实施例的超声造影成像方法的示意性流程图。Fig. 8 shows a schematic flowchart of a contrast-enhanced ultrasound imaging method according to another embodiment of the present application.
图9示出根据本申请再一个实施例的超声造影成像方法的示意性流程图。Fig. 9 shows a schematic flowchart of a contrast-enhanced ultrasound imaging method according to still another embodiment of the present application.
图10示出根据本申请又一个实施例的超声造影成像方法的示意性流程图。Fig. 10 shows a schematic flowchart of a contrast-enhanced ultrasound imaging method according to another embodiment of the present application.
图11示出根据本申请再一个实施例的超声造影成像方法的示意性流 程图。Fig. 11 shows a schematic flow chart of a contrast-enhanced ultrasound imaging method according to still another embodiment of the present application.
图12示出根据本申请另一个实施例的超声造影成像装置的示意性框图。Fig. 12 shows a schematic block diagram of an ultrasound contrast imaging apparatus according to another embodiment of the present application.
具体实施方式Detailed ways
为了使得本申请的目的、技术方案和优点更为明显,下面将参照附图详细描述根据本申请的示例实施例。显然,所描述的实施例仅仅是本申请的一部分实施例,而不是本申请的全部实施例,应理解,本申请不受这里描述的示例实施例的限制。基于本申请中描述的本申请实施例,本领域技术人员在没有付出创造性劳动的情况下所得到的所有其它实施例都应落入本申请的保护范围之内。In order to make the objectives, technical solutions, and advantages of the present application more obvious, the exemplary embodiments according to the present application will be described in detail below with reference to the accompanying drawings. Obviously, the described embodiments are only a part of the embodiments of the present application, rather than all the embodiments of the present application, and it should be understood that the present application is not limited by the exemplary embodiments described herein. Based on the embodiments of this application described in this application, all other embodiments obtained by those skilled in the art without creative work should fall within the protection scope of this application.
在下文的描述中,给出了大量具体的细节以便提供对本申请更为彻底的理解。然而,对于本领域技术人员而言显而易见的是,本申请可以无需一个或多个这些细节而得以实施。在其他的例子中,为了避免与本申请发生混淆,对于本领域公知的一些技术特征未进行描述。In the following description, a lot of specific details are given in order to provide a more thorough understanding of this application. However, it is obvious to those skilled in the art that this application can be implemented without one or more of these details. In other examples, in order to avoid confusion with this application, some technical features known in the art are not described.
应当理解的是,本申请能够以不同形式实施,而不应当解释为局限于这里提出的实施例。相反地,提供这些实施例将使公开彻底和完全,并且将本申请的范围完全地传递给本领域技术人员。It should be understood that this application can be implemented in different forms and should not be construed as being limited to the embodiments presented here. On the contrary, the provision of these embodiments will make the disclosure thorough and complete, and will fully convey the scope of the present application to those skilled in the art.
在此使用的术语的目的仅在于描述具体实施例并且不作为本申请的限制。在此使用时,单数形式的“一”、“一个”和“所述/该”也意图包括复数形式,除非上下文清楚指出另外的方式。还应明白术语“组成”和/或“包括”,当在该说明书中使用时,确定所述特征、整数、步骤、操作、元件和/或部件的存在,但不排除一个或更多其它的特征、整数、步骤、操作、元件、部件和/或组的存在或添加。在此使用时,术语“和/或”包括相关所列项目的任何及所有组合。The purpose of the terms used here is only to describe specific embodiments and not as a limitation of the present application. When used herein, the singular forms "a", "an" and "the/the" are also intended to include plural forms, unless the context clearly indicates otherwise. It should also be understood that the terms "composition" and/or "including", when used in this specification, determine the existence of the described features, integers, steps, operations, elements and/or components, but do not exclude one or more other The existence or addition of features, integers, steps, operations, elements, parts, and/or groups. As used herein, the term "and/or" includes any and all combinations of related listed items.
为了彻底理解本申请,将在下列的描述中提出详细的步骤以及详细的结构,以便阐释本申请提出的技术方案。本申请的较佳实施例详细描述如下,然而除了这些详细描述外,本申请还可以具有其他实施方式。In order to thoroughly understand this application, detailed steps and detailed structures will be presented in the following description to explain the technical solutions proposed by this application. The preferred embodiments of the present application are described in detail as follows. However, in addition to these detailed descriptions, the present application may also have other implementation modes.
在理想条件下,未注射造影剂的超声造影图像只存在背景噪声。但实际情况中,提取造影剂信号的同时难免引入组织成分,体现在造影图像中 就是组织残留,如图1所示的。组织残留会干扰用户对造影剂信号的观察,进而影响图像分析结果的准确性。Under ideal conditions, there is only background noise in the contrast-enhanced ultrasound image without the injection of contrast agent. However, in actual situations, it is inevitable to introduce tissue components while extracting the contrast agent signal, which is reflected in the contrast image as the residual tissue, as shown in Figure 1. Tissue residue will interfere with the user's observation of the contrast agent signal, and then affect the accuracy of the image analysis results.
对此,本申请提供一种超声造影成像方案,其从时域差分(帧间差分)的角度挖掘组织残留与造影剂信号的差异性,能够有效对造影数据中的组织残留进行抑制。下面参照附图2到附图12对本申请的超声造影成像方案进行详细描述。In this regard, the present application provides a contrast-enhanced ultrasound imaging solution, which excavates the difference between the tissue residue and the contrast agent signal from the perspective of time domain difference (inter-frame difference), which can effectively suppress the tissue residue in the contrast data. Hereinafter, the contrast-enhanced ultrasound imaging solution of the present application will be described in detail with reference to FIG. 2 to FIG. 12.
图2为本申请实施例中的超声造影成像装置的示意图。该超声造影成像装置100可以包括探头110、发射电路112、接收电路114、波束合成电路116、处理器118和显示器120。其中,发射电路112和接收电路114可以通过发射/接收选择开关122与超声探头110连接。发射电路112可以激励探头110向含造影剂的目标组织发射超声波;接收电路114可以通过探头110接收从目标组织返回的超声回波,从而获得超声回波信号/数据;该超声回波信号/数据经过波束合成电路116进行波束合成处理后,送入处理器118。处理器118对该超声回波信号/数据进行处理,以获得目标组织的超声图像以及造影图像。处理器118获得的超声图像和造影图像可以存储于存储器124中。这些超声图像和造影图像可以在显示器120上显示。更详细的描述可以参见本说明书的后续实施例。Fig. 2 is a schematic diagram of an ultrasound contrast imaging device in an embodiment of the application. The ultrasound contrast imaging apparatus 100 may include a probe 110, a transmitting circuit 112, a receiving circuit 114, a beam combining circuit 116, a processor 118, and a display 120. The transmitting circuit 112 and the receiving circuit 114 can be connected to the ultrasonic probe 110 through the transmitting/receiving selection switch 122. The transmitting circuit 112 can excite the probe 110 to transmit ultrasonic waves to the target tissue containing the contrast agent; the receiving circuit 114 can receive the ultrasonic echo returned from the target tissue through the probe 110 to obtain the ultrasonic echo signal/data; the ultrasonic echo signal/data After the beam combining circuit 116 performs beam combining processing, it is sent to the processor 118. The processor 118 processes the ultrasound echo signal/data to obtain an ultrasound image and a contrast image of the target tissue. The ultrasound image and the contrast image obtained by the processor 118 may be stored in the memory 124. These ultrasound images and contrast images can be displayed on the display 120. For more detailed description, please refer to the subsequent embodiments of this specification.
应理解,图2所示的超声造影成像装置100所包括的部件只是示意性的,其可以包括更多或更少的部件。本发明对此不限定。图2所示的超声造影成像装置100可以用于执行下文中的根据本发明实施例的超声造影成像方法。It should be understood that the components included in the contrast-enhanced ultrasound imaging apparatus 100 shown in FIG. 2 are only schematic, and may include more or fewer components. The present invention is not limited to this. The contrast-enhanced ultrasound imaging apparatus 100 shown in FIG. 2 may be used to perform the following contrast-enhanced ultrasound imaging method according to the embodiment of the present invention.
图3示出根据本申请一个实施例的超声造影成像方法300。如图3所示,超声造影成像方法300可以包括如下步骤:FIG. 3 shows a contrast-enhanced ultrasound imaging method 300 according to an embodiment of the present application. As shown in FIG. 3, the contrast-enhanced ultrasound imaging method 300 may include the following steps:
在步骤S310,获取至少两帧造影数据。In step S310, at least two frames of contrast data are acquired.
在步骤S320,计算相邻两帧造影数据之间的信息差异,并计算信息差异与相邻两帧造影数据中的一帧造影数据之间的关系。In step S320, the information difference between two adjacent frames of contrast data is calculated, and the relationship between the information difference and one frame of contrast data in the two adjacent frames of contrast data is calculated.
在步骤S330,基于关系将一帧造影数据进行分类,并基于分类的结果对一帧造影数据的至少部分数据进行抑制处理。In step S330, one frame of contrast data is classified based on the relationship, and at least part of the one frame of contrast data is suppressed based on the classification result.
在本申请的实施例中,在步骤S310所获取的至少两帧造影数据可以是至少两帧造影信号数据,其中每帧造影信号数据用于生成一帧造影图像;此外,在步骤S310所获取的至少两帧造影数据也可以是至少两帧造影图像 数据。此外,在步骤S310获取的至少两帧造影数据可以是实时产生的,也可以是来自任何源的。In the embodiment of the present application, the at least two frames of contrast data acquired in step S310 may be at least two frames of contrast signal data, wherein each frame of contrast signal data is used to generate one frame of contrast image; in addition, the contrast image acquired in step S310 The at least two frames of contrast data may also be at least two frames of contrast image data. In addition, the at least two frames of contrast data obtained in step S310 may be generated in real time, or may be from any source.
在本申请的实施例中,基于相邻两帧造影数据之间的信息差异与相邻两帧造影数据中的一帧造影数据之间的关系,能够将一帧造影数据中组织残留强的数据点和组织残留弱(甚至无组织残留)的数据点明显地区分开来(下文中将通过示例进一步详细描述),使得能够基于该关系对一帧造影数据进行分类(例如分类为组织残留强的数据点、组织残留弱的数据点、无组织残留的数据点等),并基于分类的结果对一帧造影数据的至少部分数据(例如组织残留强的数据点和组织残留弱的数据点)进行抑制处理,从而达到能够有效抑制组织残留部分且尽可能不影响造影剂强度的效果。In the embodiment of the present application, based on the relationship between the information difference between two adjacent frames of contrast data and one frame of contrast data in two adjacent frames of contrast data, the data with strong tissue residue in one frame of contrast data can be Points and data points with weak tissue residue (or even no tissue residue) are clearly distinguished (described in further detail by examples below), so that a frame of angiographic data can be classified based on this relationship (for example, classified as data with strong tissue residue) Points, data points with weak tissue residues, data points without tissue residues, etc.), and based on the classification results, at least part of the data of a frame of contrast data (such as data points with strong tissue residue and data points with weak tissue residue) are suppressed Processing, so as to achieve the effect of effectively suppressing the residual part of the tissue without affecting the intensity of the contrast agent as much as possible.
在本申请的实施例中,相邻两帧造影数据包括前一帧造影数据(例如称为第n帧造影数据D n,其中n为自然数)和后一帧造影数据(例如称为第n+1帧造影数据D n+1。基于此,在一个实施例中,步骤S320中的计算相邻两帧造影数据之间的信息差异,可以包括:计算后一帧造影数据与前一帧造影数据的前向差分结果,即D n+1-D n的结果。相应地,步骤S320中的计算信息差异与相邻两帧造影数据中的一帧造影数据之间的关系,可以包括:计算前向差分结果(即D n+1-D n)与前一帧造影数据(即D n)的数据关系,即计算(D n+1-D n)与D n之间的数据关系。在另一个实施例中,步骤S320中的计算相邻两帧造影数据之间的信息差异,可以包括:计算前一帧造影数据与后一帧造影数据的后向差分结果,即D n-D n+1的结果。相应地,步骤S320中的计算信息差异与相邻两帧造影数据中的一帧造影数据之间的关系,可以包括:计算后向差分结果(即D n-D n+1)与后一帧造影数据(即D n+1)的数据关系,即计算(D n-D n+1)与D n+1之间的数据关系。因此,步骤S320中计算信息差异与相邻两帧造影数据中的一帧造影数据之间的关系,也可以描述为:计算信息差异与相邻两帧造影数据中被差分的一帧造影数据之间的关系。 In the embodiment of the present application, the contrast data of two adjacent frames includes the contrast data of the previous frame (for example, called the nth frame of contrast data D n , where n is a natural number) and the contrast data of the next frame (for example, called the nth + One frame of contrast data D n+1 . Based on this, in one embodiment, calculating the information difference between two adjacent frames of contrast data in step S320 may include: calculating the contrast data of the next frame and the contrast data of the previous frame The result of the forward difference is the result of D n+1- D n . Correspondingly, the relationship between the calculated information difference in step S320 and one frame of contrast data in two adjacent frames of contrast data may include: before calculation The data relationship between the difference result (ie D n+1- D n ) and the contrast data of the previous frame (ie D n ), that is, the data relationship between (D n+1- D n ) and D n is calculated. In one embodiment, calculating the information difference between two adjacent frames of contrast data in step S320 may include: calculating the backward difference result between the contrast data of the previous frame and the contrast data of the next frame, that is, D n- D n+ results 1. accordingly, the information calculated in step S320 and the relationship between the contrast difference data of the contrast data of two adjacent one, may include: calculating the result of the difference (i.e., D n -D n + 1) The data relationship with the next frame of contrast data (ie D n+1 ), that is, the data relationship between (D n- D n+1 ) and D n+1 is calculated. Therefore, in step S320, the difference between the calculated information and the adjacent The relationship between one frame of contrast data in the two frames of contrast data can also be described as: the relationship between the difference in calculation information and the difference of one frame of contrast data in two adjacent frames of contrast data.
在本申请的实施例中,当造影数据为诸如波束合成后的造影信号数据时,一帧造影数据(无论是前述的D n还是D n+1)可以为包含幅度和相位等信息的复解析信号,例如为I×J维复矩阵,其中I和J可以分别表示纵向点数和横向线数。基于此,前述的相邻两帧造影数据之间的信息差异可以 包括幅度差异、相位差异或频率差异。当造影数据为诸如模数转换后的造影信号数据时,一帧造影数据(无论是前述的D n还是D n+1)可以为至少包含幅度信息的解析信号,例如为I×J维矩阵,其中I和J可以分别表示纵向点数和横向线数。基于此,前述的相邻两帧造影数据之间的信息差异可以包括幅度差异。 In the embodiment of the present application, when the contrast data is, for example, the contrast signal data after beam synthesis, one frame of contrast data (whether it is the aforementioned D n or D n+1 ) can be a complex analysis containing information such as amplitude and phase. The signal is, for example, an I×J-dimensional complex matrix, where I and J can represent the number of vertical dots and the number of horizontal lines, respectively. Based on this, the aforementioned information difference between two adjacent frames of contrast data may include amplitude difference, phase difference or frequency difference. When the contrast data is, for example, contrast signal data after analog-to-digital conversion, one frame of contrast data (whether it is the aforementioned D n or D n+1 ) can be an analytical signal containing at least amplitude information, for example, an I×J dimensional matrix, Among them, I and J can respectively represent the number of vertical dots and the number of horizontal lines. Based on this, the aforementioned difference in information between two adjacent frames of contrast data may include a difference in amplitude.
相应地,当相邻两帧造影数据之间的信息差异为幅度差异时,在一个实施例中,步骤S320中的计算相邻两帧造影数据之间的信息差异,并计算信息差异与相邻两帧造影数据中的一帧造影数据之间的关系,可以包括:计算相邻两帧造影数据之间的差分数据,并计算差分数据和一帧造影数据各自的幅度数据;基于差分数据的幅度数据和一帧造影数据的幅度数据计算差分数据与一帧造影数据的幅度比值,得到差分数据与一帧造影数据之间的关系结果。在该实施例中,先计算差分数据与被差分的一帧造影数据各自的幅度数据(例如通过包络检测的方式),再计算这两者的比值,并将计算得到的幅度比值作为差分数据与被差分的一帧造影数据之间的关系结果。在本申请的进一步的实施例中,可以在对幅度数据进行对数压缩后再求比值,以减小计算量。例如,比值(关系结果)表示为R,则R可以表示为下式:Correspondingly, when the information difference between two adjacent frames of contrast data is a magnitude difference, in one embodiment, in step S320, the information difference between two adjacent frames of contrast data is calculated, and the information difference is calculated as compared with the adjacent one. The relationship between one frame of contrast data in two frames of contrast data may include: calculating the difference data between two adjacent frames of contrast data, and calculating the respective amplitude data of the difference data and one frame of contrast data; the amplitude based on the difference data The data and the amplitude data of one frame of contrast data are calculated to calculate the amplitude ratio of the difference data to one frame of contrast data, and the result of the relationship between the difference data and one frame of contrast data is obtained. In this embodiment, first calculate the amplitude data of the difference data and the differenced one frame of contrast data (for example, by means of envelope detection), then calculate the ratio of the two, and use the calculated amplitude ratio as the difference data The result of the relationship with the differenced one frame of contrast data. In a further embodiment of the present application, the ratio may be calculated after logarithmic compression is performed on the amplitude data to reduce the amount of calculation. For example, if the ratio (result of the relationship) is expressed as R, then R can be expressed as the following formula:
R=20log 10(abs(D n+1-D n))./20log 10(abs(D n)) R=20log 10 (abs(D n+1 -D n ))./20log 10 (abs(D n ))
其中,abs表示求幅值(绝对值),“log10”表示以10为底的对数运算,符号“./”表示矩阵的点对点除法运算,R为I×J维实矩阵,I和J如前文的。应理解,该式仅是示例性的。Among them, abs represents the amplitude (absolute value), "log10" represents the logarithmic operation with 10 as the base, the symbol "./" represents the point-to-point division operation of the matrix, R is the I×J-dimensional real matrix, and I and J are such as The foregoing. It should be understood that this formula is only exemplary.
当相邻两帧造影数据之间的信息差异为幅度差异时,在另一个实施例中,步骤S320中的计算相邻两帧造影数据之间的信息差异,并计算信息差异与相邻两帧造影数据中的一帧造影数据之间的关系,可以包括:计算相邻两帧造影数据之间的差分数据,对差分数据与一帧造影信号数据求比值;对比值进行幅度求解得到差分数据与一帧造影数据的幅度比值,作为差分数据与一帧造影数据之间的关系结果。在该实施例中,先计算差分数据与被差分的一帧造影数据之间的比值,再对该比值进行幅度求解,最终也可以得到差分数据与被差分的一帧造影数据之间的幅度比值,以作为差分数据与被差分的一帧造影数据之间的关系结果。应该理解,除了对差分数据 与被差分的一帧造影信号数据求比值以外,在另外的实施例中,也可以计算差分数据与被差分的一帧造影信号数据的差值,再基于差值与预设阈值的关系确定差分数据与被差分的一帧造影数据之间的关系结果。When the information difference between the contrast data of two adjacent frames is the amplitude difference, in another embodiment, the information difference between the contrast data of the two adjacent frames is calculated in step S320, and the information difference is calculated as compared with that of the adjacent two frames. The relationship between one frame of contrast data in the contrast data may include: calculating the difference data between two adjacent frames of contrast data, calculating the ratio between the difference data and one frame of contrast signal data; solving the amplitude of the contrast value to obtain the difference data and The amplitude ratio of one frame of contrast data is used as the result of the relationship between the difference data and one frame of contrast data. In this embodiment, the ratio between the difference data and the differenced frame of contrast data is calculated first, and then the amplitude is solved for the ratio, and finally the amplitude ratio between the difference data and the differenced frame of contrast data can be obtained. , As the result of the relationship between the difference data and the differenced one frame of contrast data. It should be understood that, in addition to calculating the ratio of the difference data and the differenced frame of contrast signal data, in other embodiments, the difference between the difference data and the differenced frame of contrast signal data can also be calculated, and then based on the difference and The relationship of the preset threshold value determines the result of the relationship between the difference data and the differenced one frame of contrast data.
在本申请的实施例中,当相邻两帧造影数据之间的信息差异为相位差异时,在一个实施例中,步骤S320中的计算相邻两帧造影数据之间的信息差异,并计算信息差异与相邻两帧造影数据中的一帧造影数据之间的关系,可以包括:计算相邻两帧造影数据之间的差分数据,并计算差分数据和一帧造影数据各自的相位数据;基于差分数据的相位数据和一帧造影数据的相位数据计算差分数据与一帧造影数据的相位差值,得到差分数据与一帧造影数据之间的关系结果。在该实施例中,先计算差分数据与被差分的一帧造影数据各自的相位数据,再计算这两者的差值,并将计算得到的相位差值作为差分数据与被差分的一帧造影数据之间的关系结果。In the embodiment of the present application, when the information difference between two adjacent frames of contrast data is a phase difference, in one embodiment, in step S320, the information difference between two adjacent frames of contrast data is calculated and calculated The relationship between the information difference and one frame of contrast data in two adjacent frames of contrast data may include: calculating the difference data between two adjacent frames of contrast data, and calculating the respective phase data of the difference data and one frame of contrast data; Based on the phase data of the differential data and the phase data of one frame of contrast data, the phase difference between the differential data and one frame of contrast data is calculated, and the result of the relationship between the differential data and one frame of contrast data is obtained. In this embodiment, first calculate the phase data of the difference data and the differenced frame of contrast data, then calculate the difference between the two, and use the calculated phase difference value as the difference data and the differenced frame of contrast data. The result of the relationship between the data.
在本申请的实施例中,当相邻两帧造影数据之间的信息差异为相位差异时,在另一个实施例中,步骤S320中的计算相邻两帧造影数据之间的信息差异,并计算信息差异与相邻两帧造影数据中的一帧造影数据之间的关系,可以包括:计算相邻两帧造影数据之间的差分数据,对差分数据与一帧造影数据求比值;对比值进行相位求解,得到差分数据与一帧造影数据的相位差值,作为差分数据与一帧造影数据之间的关系结果。在该实施例中,先计算差分数据与被差分的一帧造影数据之间的比值,再对该比值进行相位求解,最终也可以得到差分数据与被差分的一帧造影数据之间的相位差值,以作为差分数据与被差分的一帧造影数据之间的关系结果。In the embodiment of the present application, when the information difference between two adjacent frames of contrast data is a phase difference, in another embodiment, the information difference between two adjacent frames of contrast data is calculated in step S320, and Calculating the relationship between the information difference and one frame of contrast data in two adjacent frames of contrast data may include: calculating the difference data between two adjacent frames of contrast data, and calculating the ratio of the difference data to one frame of contrast data; comparison value The phase solution is performed, and the phase difference value between the difference data and one frame of contrast data is obtained as the result of the relationship between the difference data and one frame of contrast data. In this embodiment, the ratio between the difference data and the differenced frame of contrast data is calculated first, and then the phase is solved for the ratio, and finally the phase difference between the difference data and the differenced frame of contrast data can be obtained. Value as the result of the relationship between the difference data and the differenced one frame of contrast data.
在本申请的实施例中,当造影数据为造影图像数据时,一帧造影数据(无论是前述的D n还是D n+1)可以为包含灰度信息等的数据集合,例如为V×H维矩阵,其中V和H可以分别表示垂直像素点数和水平像素点数。基于此,在一个实施例中,步骤S320中的计算相邻两帧造影数据之间的信息差异,并计算信息差异与相邻两帧造影数据中的一帧造影数据之间的关系,可以包括:计算后一帧造影图像与前一帧造影图像的前向差分结果;计算前向差分结果与前一帧造影图像的灰度比值。在另一个实施例中,步骤S320中的计算相邻两帧造影数据之间的信息差异,并计算信息差异与相邻两帧造影数据中的一帧造影数据之间的关系,可以包括:计算前一帧造 影图像与后一帧造影图像的后向差分结果;计算后向差分结果与后一帧造影图像的灰度比值。 In the embodiment of the present application, when the contrast data is contrast image data, one frame of contrast data (whether it is the aforementioned D n or D n+1 ) may be a data set containing gray information, for example, V×H A dimensional matrix, where V and H can represent the number of vertical pixels and the number of horizontal pixels, respectively. Based on this, in one embodiment, calculating the information difference between two adjacent frames of contrast data in step S320, and calculating the relationship between the information difference and one frame of contrast data in the adjacent two frames of contrast data may include : Calculate the forward difference result between the next frame of contrast image and the previous frame; calculate the gray ratio between the forward difference result and the previous frame of contrast image. In another embodiment, calculating the information difference between two adjacent frames of contrast data and calculating the relationship between the information difference and one frame of contrast data in the two adjacent frames of contrast data in step S320 may include: calculating The backward difference result of the previous frame of contrast image and the next frame of contrast image; calculate the gray ratio of the backward difference result and the next frame of contrast image.
以上示例性地描述了关于相邻两帧造影数据之间的信息差异与相邻两帧造影数据中的一帧造影数据之间的关系的计算方式的示例,如前所述的,基于相邻两帧造影数据之间的信息差异与相邻两帧造影数据中的被差分的一帧造影数据之间的关系,能够将一帧造影数据中组织残留强的数据点和组织残留弱(甚至无组织残留)的数据点明显地区分开来。下面结合图4和图5A到图5C来说明。The above exemplarily describes the calculation method of the relationship between the information difference between two adjacent frames of contrast data and one frame of contrast data in the adjacent two frames of contrast data. As mentioned above, based on the adjacent The relationship between the information difference between two frames of angiographic data and the differenced one frame of angiographic data in two adjacent frames of angiographic data can reduce the data points with strong tissue residue and weak (or even no tissue residue) in one frame of angiographic data. The data points of tissue residues are clearly distinguished. This will be described below in conjunction with FIG. 4 and FIGS. 5A to 5C.
图4示出了未注射造影剂时的人体甲状腺造影双实时图像。如图4所示的,示出的是在未注射造影剂的条件下,共采集100帧人体甲状腺的造影波束合成后I/Q数据中的其中1帧对应的造影双实时图像,其中图4的左半部分是组织图像,右半部分是造影图像。如图4的右半部分所示的,组织残留主要集中在框410和框420中所包括的数据点处,其余数据点处只有噪声。Fig. 4 shows a double real-time image of human thyroid angiography when no contrast agent is injected. As shown in Figure 4, it shows that a total of 100 frames of contrast beam synthesis of the human thyroid gland are collected under the condition of no contrast agent. One of the corresponding contrast double real-time images of the I/Q data is shown in Figure 4 The left half of is the tissue image, and the right half is the contrast image. As shown in the right half of FIG. 4, the tissue residues are mainly concentrated at the data points included in the boxes 410 and 420, and there is only noise at the remaining data points.
基于此,可以将一帧造影数据(造影信号数据或造影图像数据)进行分类,例如框410中所包括的数据点(例如称为第一类别数据点)处主要表示为易导致信号饱和的皮质层,其为组织残留最明显的数据点位置区域,一般为近场区,与探头的相对位移较小,且远离待扫查器官,不易受病人呼吸的影响;帧间差分后,该数据点位置区域的信号幅度会明显降低,如图5A所示的。框420中所包括的数据点(例如称为第二类别数据点)处主要包括血管壁、器官包膜等强反射面导致的组织残留,一般为中场区,位于待扫查器官区域,较易受到病人呼吸的影响;帧间差分后,该数据点位置区域信号幅度的下降不如框410中的数据点位置区域中的明显,如图5B所示的。框430中所包括的数据点(例如称为第三类别数据点)处主要包括帧间噪声一般为高斯-白噪声,一般为远场区;帧间差分后,整体会呈现方差变大的趋势,如图5C所示的。Based on this, a frame of contrast data (contrast signal data or contrast image data) can be classified. For example, the data points included in the box 410 (for example, referred to as first category data points) are mainly represented as cortex that is likely to cause signal saturation. The layer, which is the most obvious data point location area of tissue residue, is generally the near field area, and the relative displacement with the probe is small, and it is far away from the organ to be scanned, and is not easily affected by the patient’s breathing; after the frame difference, the data point The signal amplitude in the location area will be significantly reduced, as shown in Figure 5A. The data points included in the frame 420 (for example, called the second category data points) mainly include tissue residues caused by strong reflective surfaces such as blood vessel walls and organ envelopes. They are generally the midfield area and are located in the area of the organ to be scanned. It is easily affected by the patient's breathing; after the frame difference, the signal amplitude of the data point location area decreases less than that in the data point location area in the box 410, as shown in FIG. 5B. The data points included in the box 430 (for example, referred to as the third category data points) mainly include inter-frame noise, which is generally Gaussian-white noise, and generally the far-field area; after the inter-frame difference, the overall variance will become larger. , As shown in Figure 5C.
由此可见,一帧造影数据中不同类别的数据点在帧间差分前后所显示的特性有明显的不同,因此本申请的实施例以此为依据,能够将一帧造影数据中组织残留强的数据点和组织残留弱(甚至无组织残留)的数据点明显地区分开来,使得能够基于该关系对一帧造影数据进行分类,并基于分 类的结果对一帧造影数据的至少部分数据进行抑制处理,从而能够有效抑制组织残留部分且尽可能不影响造影剂强度的效果。It can be seen that the characteristics of different types of data points in a frame of angiography data are significantly different before and after the inter-frame difference. Therefore, the embodiments of the present application are based on this, and the strong residual tissue in a frame of angiography data can be Data points and data points with weak tissue residue (or even no tissue residue) are clearly distinguished, so that a frame of contrast data can be classified based on the relationship, and at least part of the frame of contrast data can be suppressed based on the classification result Therefore, the residual part of the tissue can be effectively suppressed and the effect of the intensity of the contrast agent is not affected as much as possible.
如前所述的,一帧造影数据可以表示为一个矩阵,因此相邻两帧造影数据的差分数据也可以表示为一个矩阵,为了区分,可以将相邻两帧造影数据的差分数据表示为第一矩阵,并将要与该第一矩阵比较关系的一帧造影数据表示为第二矩阵,则步骤S330中的基于关系将一帧造影数据进行分类,可以包括:确定第一矩阵中的数据点与第二矩阵中的相应位置处的数据点的关系结果所属的数值区间;基于关系结果所属的数值区间将第二矩阵中的相应位置处的数据点划分为属于相应的类别。在该实施例中,可以通过预设若干个数值区间的方式来划分第二矩阵(即被差分的一帧造影数据)中属于不同数值区间的不同类别的数据点。As mentioned above, one frame of contrast data can be expressed as a matrix, so the difference data of two adjacent frames of contrast data can also be expressed as a matrix. In order to distinguish, the difference data of two adjacent frames of contrast data can be expressed as the first A matrix, and a frame of contrast data to be compared with the first matrix is expressed as a second matrix, then the step S330 to classify a frame of contrast data based on the relationship may include: determining the data points in the first matrix and The numerical interval to which the relationship result of the data point at the corresponding position in the second matrix belongs; and the data point at the corresponding position in the second matrix is classified as belonging to the corresponding category based on the numerical interval to which the relationship result belongs. In this embodiment, data points of different categories belonging to different numerical intervals in the second matrix (that is, a frame of contrast data to be differentiated) can be divided by presetting a number of numerical intervals.
在一个实施例中,数值区间可以是基于一个或更多个预设阈值来确定的。很明显,预设阈值的数目越多,所划分的数值区间越多,对一帧造影数据中数据点的分类越精细。为了描述简单,下面以基于一个预设阈值T(其中T取值范围例如为0到1)的数值区间为例来描述。在该示例中,预设的数值区间可以包括第一数值区间和第二数值区间,第一数值区间例如为(0,T],第二数值区间例如为(T,1]。第一数值区间(0,T]对应第一类别数据点,第二数值区间(T,1]对应第二类别数据点。当确定第一矩阵(相邻两帧造影数据的差分数据)中的数据点与第二矩阵(相邻两帧造影数据中被差分的一帧造影数据)中的相应位置处的数据点的关系结果(例如前述的幅度比值R)在第一数值区间内,即R∈(0,T]时,将第二矩阵中的相应位置处的数据点划分为第一类别数据点;当确定第一矩阵中的数据点与第二矩阵中的相应位置处的数据点的关系结果(例如前述的幅度比值R)在第二数值区间内,即R∈(T,1]时,将第二矩阵中的相应位置处的数据点划分为第二类别数据点。In one embodiment, the numerical interval may be determined based on one or more preset thresholds. Obviously, the greater the number of preset thresholds, the more numerical intervals are divided, and the finer the classification of data points in a frame of angiographic data. For simplicity of description, a numerical interval based on a preset threshold T (where the value range of T is, for example, 0 to 1) is used as an example for description. In this example, the preset numerical interval may include a first numerical interval and a second numerical interval, the first numerical interval is, for example, (0, T], and the second numerical interval is, for example, (T, 1). (0,T) corresponds to the first type of data point, and the second numerical interval (T,1) corresponds to the second type of data point. When determining the data point in the first matrix (the difference data of two adjacent frames of angiographic data) and the first The relationship result (for example, the aforementioned amplitude ratio R) of the data points at the corresponding positions in the two matrices (one frame of contrast data that is differenced in two adjacent frames of contrast data) is within the first numerical interval, that is, R∈(0, T], the data points at the corresponding positions in the second matrix are divided into data points of the first category; when determining the relationship between the data points in the first matrix and the data points at the corresponding positions in the second matrix (for example, When the aforementioned amplitude ratio R) is within the second numerical interval, that is, Rε(T,1], the data point at the corresponding position in the second matrix is divided into the second type of data point.
如前文结合图4和图5A的,帧间差分后,信号幅度与被差分的一帧造影数据的信号幅度相比会明显降低,即差分数据的信号幅度与被差分的一帧造影数据的信号幅度之间的比值相对较小,即R值相对较小;如前文结合图4和图5B的,帧间差分后,信号幅度与被差分的一帧造影数据的信号幅度相比略弱或接近,即差分数据的信号幅度与被差分的一帧造影数 据的信号幅度之间的比值相对较大,即R值相对较大。因此,对应于R∈(0,T]的第一类别数据点与对应于R∈(T,1]的第二类别数据点相比,第一类别数据点处的组织残留强于(多于)第二类别数据点处的组织残留。As mentioned above in conjunction with Figure 4 and Figure 5A, after the inter-frame difference, the signal amplitude will be significantly reduced compared to the signal amplitude of the differenced frame of contrast data. The ratio between the amplitudes is relatively small, that is, the R value is relatively small; as described above in conjunction with Figure 4 and Figure 5B, after the inter-frame difference, the signal amplitude is slightly weaker or close to the signal amplitude of the differenced frame of contrast data , That is, the ratio between the signal amplitude of the differential data and the signal amplitude of one frame of contrast data to be differentiated is relatively large, that is, the R value is relatively large. Therefore, the first category data points corresponding to R ∈ (0, T) are compared with the second category data points corresponding to R ∈ (T, 1], and the tissue residue at the first category data points is stronger than (more than ) Tissue residues at data points of the second category.
在本申请的进一步的实施例中,基于一个预设阈值T的数值区间还可以包括第三数值区间,即第一数值区间和第二数值区间以外的数值区间(1,+∞]∪(-∞,0)。当确定第一矩阵(相邻两帧造影数据的差分数据)中的数据点与第二矩阵(相邻两帧造影数据中被差分的一帧造影数据)中的相应位置处的数据点的关系结果(例如前述的幅度比值R)在第三数值区间内,即R∈(1,+∞]∪(-∞,0)时,将第二矩阵中的相应位置处的数据点划分为第三类别数据点。如前文结合图4和图5C的,帧间差分后,信号幅度与被差分的一帧造影数据的信号幅度相比更强,即R大于1,表示第三类别数据点是噪声数据点(R小于0认为是噪声随机性的体现)。In a further embodiment of the present application, the numerical interval based on a preset threshold T may also include a third numerical interval, that is, a numerical interval (1,+∞)∪(- ∞,0). When determining the data point in the first matrix (the difference data of two adjacent frames of angiographic data) and the corresponding position in the second matrix (one frame of angiographic data that is differenced in two adjacent frames of angiographic data) The relationship result of the data points (for example, the aforementioned amplitude ratio R) is in the third numerical interval, that is, when R∈(1,+∞]∪(-∞,0), the data at the corresponding position in the second matrix The points are divided into the third category of data points. As mentioned above in conjunction with Figure 4 and Figure 5C, after the inter-frame difference, the signal amplitude is stronger than the signal amplitude of the differenced one frame of contrast data, that is, R is greater than 1, which means the third The category data points are noise data points (R less than 0 is considered to be a manifestation of the randomness of noise).
根据上述的分类结果,可以有针对性地进行抑制处理。在本申请的实施例中,步骤S330中的基于分类的结果对一帧造影数据中的至少部分数据进行抑制处理,可以包括:基于分类的结果确定一帧造影数据中需要进行抑制处理的数据;对于需要进行抑制处理的数据中不同类别的数据采用不同的抑制因子进行处理。According to the above classification results, suppression processing can be performed in a targeted manner. In the embodiment of the present application, performing suppression processing on at least part of the data in one frame of contrast data based on the classification result in step S330 may include: determining, based on the classification result, data that needs to be suppressed in one frame of contrast data; Different types of data in the data that need to be suppressed are processed with different suppression factors.
在本申请的实施例中,可以对不同类别的数据进行不同的处理,例如对于前文中描述的组织残留强的数据点(如图4中的框410中的数据点或前文被划分为第一类别数据点的数据点),可以采用较强的抑制因子进行处理(重点抑制),以更好地抑制造影数据中的强组织残留,其中抑制因子可以表示为F,示例性地,F=R 2,对于正小数R而言,其求平方后将更接近于0,可增强抑制效果。对于前文中描述的组织残留弱的数据点(如图4中的框420中的数据点或前文被划分为第二类别数据点的数据点),可以采用较弱的抑制因子进行处理(适度抑制),以在不影响造影剂强度的前提下适当地抑制造影数据中的弱组织残留,其中抑制因子可以表示为F,示例性地,
Figure PCTCN2020090855-appb-000001
对于正小数R而言,其开根号后更趋向于1,以求较为保守的抑制效果。对于前文中描述的无组织残留的数据点(如图4中的框430中的数据点或前文被划分为第三类别数据点的数据点),可以无需进行抑制处理,也可以令抑制因子F等于1,即不作处理。基于此,可以实现组织 残留的有效抑制且不影响造影剂强度的效果。应理解,以上框410-430表示的不同类别的数据点仅为一种示例,并不用以限制本发明。
In the embodiment of the present application, different types of data can be processed differently, for example, the data points with strong residual tissues described in the foregoing (such as the data points in the box 410 in FIG. 4 or the foregoing are classified as the first The data points of the category data points) can be processed with a stronger inhibitory factor (emphasis on inhibition) to better suppress the strong tissue residue in the angiographic data, where the inhibitory factor can be expressed as F, for example, F=R 2. For a positive decimal R, it will be closer to 0 after being squared, which can enhance the suppression effect. For the data points with weak tissue residues described in the foregoing (the data points in box 420 in Figure 4 or the data points classified as the second category of data points in the previous section), a weaker suppression factor can be used for processing (moderate suppression ), in order to appropriately suppress the weak tissue residue in the contrast data without affecting the intensity of the contrast agent, where the suppression factor can be expressed as F, exemplarily,
Figure PCTCN2020090855-appb-000001
For positive decimal R, it tends to 1 after opening the root sign, in order to achieve a more conservative inhibitory effect. For the unorganized residual data points described in the foregoing (the data points in the box 430 in Figure 4 or the data points classified as the third category of data points in the foregoing), the suppression process may not be required, or the suppression factor F It is equal to 1, that is, no processing is performed. Based on this, the effect of effectively suppressing tissue residue without affecting the intensity of the contrast agent can be achieved. It should be understood that the different types of data points represented by the above boxes 410-430 are only an example, and are not used to limit the present invention.
由于被差分的一帧造影数据可以表示为第二矩阵,第二矩阵中的不同类别的数据点可以采用不同的抑制因子F来处理,因此,F也可以表示为一个矩阵,将该矩阵与第二矩阵进行点对点相乘的方式,即可实现对造影数据的组织残留印制处理。如前所述的,F趋向于0,意味着抑制效果的逐渐加强;F趋向于1,则意味着抑制效果的弱化,甚至不作处理。Since the differenced one frame of angiographic data can be expressed as a second matrix, different types of data points in the second matrix can be processed with different suppression factors F. Therefore, F can also be expressed as a matrix. The point-to-point multiplication of the two matrices can realize the tissue residue printing processing of the angiographic data. As mentioned earlier, F tends to 0, which means that the inhibitory effect is gradually strengthened; F tends to 1, which means that the inhibitory effect is weakened, or even no treatment.
当然,前述以单阈值划分的数值区间、抑制因子的计算方式以及抑制因子的作用方式仅是示例性的,还可以根据本申请的教导采用多个阈值划分数值区间,抑制因子也可以是其他的计算方式(例如平方和开根号以外的其他计算方式),抑制因子的作用方式也可以是其他的方式(例如不是点对点相乘,而是相加、相除等方式)。Of course, the foregoing numerical interval divided by a single threshold, the calculation method of the suppression factor, and the action mode of the suppression factor are only exemplary, and multiple thresholds may be used to divide the numerical interval according to the teachings of the present application, and the suppression factor may also be other. The calculation method (such as other calculation methods other than square and root), and the action method of the suppression factor can also be other methods (such as not point-to-point multiplication, but addition, division, etc.).
基于上面的描述,根据本申请实施例的超声造影成像方法300从时域差分(帧间差分)的角度挖掘组织残留与造影剂信号的差异性,能够对造影数据中的组织残留部分与造影剂信号部分进行有效区分,从而能够有效抑制组织残留部分且尽可能不影响造影剂强度的效果。Based on the above description, the contrast-enhanced ultrasound imaging method 300 according to the embodiment of the present application excavates the difference between the residual tissue and the contrast agent signal from the perspective of time domain difference (inter-frame difference), and can compare the residual part of the tissue and the contrast agent in the contrast data. The signal part is effectively distinguished, so that the residual part of the tissue can be effectively suppressed and the effect of the intensity of the contrast agent is not affected as much as possible.
可以参照图6A到图7B来查看根据本申请实施例的超声造影成像方法所获得的组织残留抑制效果。其中,考虑了两个场景:未注射造影剂时的残留抑制效果;注射造影剂后的残留抑制效果以及对造影剂强度的影响程度。图6A示出了未注射造影剂时且未采用根据本申请实施例的超声造影成像方法处理的人体甲状腺造影双实时图像的示例,图6B示出了未注射造影剂时且采用根据本申请实施例的超声造影成像方法处理后的人体甲状腺造影双实时图像的示例。如图6A和图6B所示的,近场残留被显著抑制,中场残留轻微弱化,背景噪声没有变化,达到了实施例方法所设计的效果。图7A示出了注射造影剂后且未采用根据本申请实施例的超声造影成像方法处理的犬肝脏造影双实时图像的示例。图7B示出了注射造影剂后且采用根据本申请实施例的超声造影成像方法处理后的犬肝脏造影双实时图像的示例。如图7A和图7B所示的,近场残留被显著抑制,造影剂信号轻微损失,背景噪声无变化,同样达到了期望的效果。关于如何进一步减少造影剂信号的损失,可以在本申请的教导下通过优化实施例方法来达成,比 如:采用处理效果更为平滑的多阈值、改进抑制因子的计算方法等。6A to 7B can be used to check the tissue residue suppression effect obtained by the ultrasound contrast imaging method according to the embodiment of the present application. Among them, two scenarios are considered: the residual suppression effect when the contrast agent is not injected; the residual suppression effect after the injection of the contrast agent and the degree of influence on the intensity of the contrast agent. 6A shows an example of a human thyroid contrast dual real-time image processed by the ultrasound contrast imaging method according to the embodiment of the present application when no contrast agent is injected, and FIG. An example of double real-time images of human thyroid angiography processed by the contrast-enhanced ultrasound imaging method. As shown in FIGS. 6A and 6B, the near-field residue is significantly suppressed, the mid-field residue is slightly weakened, and the background noise does not change, achieving the effect designed by the method of the embodiment. Fig. 7A shows an example of a canine liver contrast double real-time image after injection of a contrast agent and not processed by the ultrasound contrast imaging method according to an embodiment of the present application. FIG. 7B shows an example of a canine liver contrast double real-time image after injection of a contrast agent and processed by the ultrasound contrast imaging method according to an embodiment of the present application. As shown in FIG. 7A and FIG. 7B, the near-field residual is significantly suppressed, the contrast agent signal is slightly lost, and the background noise is unchanged, and the desired effect is also achieved. Regarding how to further reduce the loss of the contrast agent signal, it can be achieved by optimizing the embodiment method under the teaching of this application, such as: using multiple thresholds with a smoother processing effect, improving the calculation method of the suppression factor, and so on.
以上示例性地示出了根据本发明实施例的超声造影成像方法300。下面参考图8到图12描述根据本发明其他实施例的超声造影成像方法。The above exemplarily shows the ultrasound contrast imaging method 300 according to an embodiment of the present invention. Hereinafter, a contrast-enhanced ultrasound imaging method according to other embodiments of the present invention will be described with reference to FIGS. 8 to 12.
图8示出了根据本申请另一个实施例的超声造影成像方法800的示意性流程图。如图8所示,超声造影成像方法800可以包括如下步骤:FIG. 8 shows a schematic flowchart of a contrast-enhanced ultrasound imaging method 800 according to another embodiment of the present application. As shown in FIG. 8, the contrast-enhanced ultrasound imaging method 800 may include the following steps:
在步骤S810,控制超声探头向目标对象发射超声波,接收超声波的回波,并基于超声波的回波获取超声回波信号。In step S810, the ultrasonic probe is controlled to transmit ultrasonic waves to the target object, receive ultrasonic echoes, and obtain ultrasonic echo signals based on the ultrasonic echoes.
在步骤S820,基于超声回波信号获取至少两帧造影信号数据,其中,每帧造影信号数据用于生成一帧造影图像。In step S820, at least two frames of contrast signal data are acquired based on the ultrasound echo signal, wherein each frame of contrast signal data is used to generate one frame of contrast image.
在步骤S830,计算相邻两帧造影信号数据之间的信息差异,并计算信息差异与相邻两帧造影信号数据中的一帧造影信号数据之间的关系。In step S830, the information difference between two adjacent frames of contrast signal data is calculated, and the relationship between the information difference and one frame of contrast signal data in the two adjacent frames of contrast signal data is calculated.
在步骤S840,基于关系将一帧造影信号数据进行区域划分,并对不同区域的造影信号数据采用不同的抑制因子进行处理。In step S840, a frame of contrast signal data is divided into regions based on the relationship, and the contrast signal data of different regions is processed with different suppression factors.
在步骤S850,基于经处理的一帧造影信号数据生成造影图像。In step S850, a contrast image is generated based on the processed one frame of contrast signal data.
在根据本申请实施例的超声造影成像方法800中,通过实时的方式获取至少两帧造影信号数据,并基于相邻两帧造影信号数据之间的信息差异与相邻两帧造影信号数据中的一帧造影信号数据之间的关系,将一帧造影信号数据进行区域划分,不同区域的造影信号数据采用不同的抑制因子进行处理,最后基于经处理的造影信号数据生成造影图像。In the contrast-enhanced ultrasound imaging method 800 according to the embodiment of the present application, at least two frames of contrast signal data are acquired in real-time, and based on the difference in information between two adjacent frames of contrast signal data and the difference in the contrast signal data of two adjacent frames For the relationship between one frame of contrast signal data, one frame of contrast signal data is divided into regions, the contrast signal data of different regions are processed with different suppression factors, and finally the contrast image is generated based on the processed contrast signal data.
因此,与前文的根据本申请实施例的超声造影成像方法300相类似的,在根据本申请实施例的超声造影成像方法800中,也是基于相邻两帧造影数据之间的信息差异与相邻两帧造影数据中的被差分的一帧造影数据之间的关系对被差分的一帧造影数据进行组织残留抑制处理。不同的是,在根据本申请实施例的超声造影成像方法800中,是基于相邻两帧造影信号数据之间的信息差异与被差分的一帧造影信号数据之间的关系将被差分的一帧造影信号数据进行区域划分,并基于不同区域经不同抑制因子处理后得到的造影信号数据生成造影图像。为了简洁,此处主要描述本申请实施例的超声造影成像方法800与本申请实施例的超声造影成像方法300的不同之处,其余相似之处仅简明概括。Therefore, similar to the foregoing contrast-enhanced ultrasound imaging method 300 according to the embodiment of the present application, in the contrast-enhanced ultrasound imaging method 800 according to the embodiment of the present application, it is also based on the difference in information between two adjacent frames of contrast data. The relationship between the differenced one-frame contrast data in the two-frame contrast data performs tissue residue suppression processing on the differenced one-frame contrast data. The difference is that in the contrast-enhanced ultrasound imaging method 800 according to the embodiment of the present application, it is based on the difference between the information difference between two adjacent frames of contrast signal data and the differenced one frame of contrast signal data. The frame contrast signal data is divided into regions, and contrast images are generated based on the contrast signal data obtained after different regions are processed by different suppression factors. For the sake of brevity, the differences between the contrast-enhanced ultrasound imaging method 800 of the embodiment of the present application and the contrast-enhanced ultrasound imaging method 300 of the embodiment of the present application are mainly described here, and the remaining similarities are only briefly summarized.
在本申请的实施例中,基于相邻两帧造影信号数据之间的信息差异与 相邻两帧造影信号数据中的一帧造影信号数据之间的关系,能够将一帧造影信号数据中组织残留强的区域(如前文图4中所示的框410内的区域对应的造影信号数据)和组织残留弱的区域(如前文图4中所示的框420内的区域对应的造影信号数据)和无组织残留的区域(如前文图4中所示的框430内的区域对应的造影信号数据)明显地区分开来,使得能够基于该关系对一帧造影信号数据进行分区(例如分为组织残留强的区域、组织残留弱的区域、无组织残留的区域等),并基于区域划分的结果对一帧造影信号数据的不同区域采用不同的抑制因子进行抑制处理,从而能够使得生成的造影图像组织残留部分被有效抑制且不影响造影剂强度的效果。In the embodiment of the present application, based on the relationship between the information difference between two adjacent frames of contrast signal data and one frame of contrast signal data in two adjacent frames of contrast signal data, one frame of contrast signal data can be organized The area with strong residual (such as the contrast signal data corresponding to the area in the box 410 shown in Figure 4 above) and the area with weak tissue residual (such as the contrast signal data corresponding to the area in the box 420 shown in Figure 4 above) It is clearly distinguished from the area without tissue residue (such as the contrast signal data corresponding to the area in the box 430 shown in Figure 4 above), so that a frame of contrast signal data can be partitioned based on the relationship (for example, divided into tissue residue Strong areas, areas with weak tissue residues, areas without tissue residues, etc.), and based on the results of region division, different areas of a frame of contrast signal data are suppressed by different suppression factors, so that the generated contrast image can be organized The residual part is effectively suppressed and does not affect the effect of the contrast agent intensity.
在本申请的实施例中,相邻两帧造影信号数据包括前一帧造影信号数据和后一帧造影信号数据,步骤S830中的计算相邻两帧造影信号数据之间的信息差异,可以包括:计算后一帧造影信号数据与前一帧造影信号数据的前向差分结果;步骤S830中的计算信息差异与相邻两帧造影信号数据中的一帧造影信号数据之间的关系,包括:计算前向差分结果与前一帧造影信号数据的大小关系。In the embodiment of the present application, the contrast signal data of two adjacent frames includes the contrast signal data of the previous frame and the contrast signal data of the next frame. The calculation of the information difference between the contrast signal data of the two adjacent frames in step S830 may include : Calculate the forward difference result between the contrast signal data of the next frame and the contrast signal data of the previous frame; the relationship between the calculated information difference in step S830 and one frame of contrast signal data in two adjacent frames of contrast signal data includes: Calculate the relationship between the forward difference result and the contrast signal data of the previous frame.
在本申请的实施例中,相邻两帧造影信号数据包括前一帧造影信号数据和后一帧造影信号数据,步骤S830中的计算相邻两帧造影信号数据之间的信息差异,包括:计算前一帧造影信号数据与后一帧造影信号数据的后向差分结果;步骤S830中的计算信息差异与相邻两帧造影信号数据中的一帧造影信号数据之间的关系,包括:计算后向差分结果与后一帧造影信号数据的大小关系。In the embodiment of the present application, the contrast signal data of two adjacent frames includes the contrast signal data of the previous frame and the contrast signal data of the next frame. The calculation of the information difference between the contrast signal data of the two adjacent frames in step S830 includes: Calculate the backward difference result between the contrast signal data of the previous frame and the contrast signal data of the next frame; the relationship between the calculated information difference in step S830 and one frame of contrast signal data in two adjacent frames of contrast signal data includes: calculation The backward difference result is related to the size of the contrast signal data of the next frame.
在本申请的实施例中,步骤S820中的基于超声回波信号获取的造影信号数据可以为对超声回波信号至少进行波束合成处理后得到的造影信号数据,相邻两帧造影信号数据之间的信息差异包括幅度差异、相位差异或频率差异。In the embodiment of the present application, the contrast signal data acquired based on the ultrasound echo signal in step S820 may be the contrast signal data obtained after at least beam synthesis processing is performed on the ultrasound echo signal. The information difference includes amplitude difference, phase difference or frequency difference.
在本申请的实施例中,步骤S820中的基于超声回波信号获取的造影信号数据为对超声回波信号至少进行模数转换处理后得到的造影信号数据,相邻两帧造影信号数据之间的信息差异包括幅度差异。In the embodiment of the present application, the contrast signal data acquired based on the ultrasound echo signal in step S820 is the contrast signal data obtained after at least performing analog-to-digital conversion processing on the ultrasound echo signal. The difference in information includes the difference in amplitude.
在本申请的实施例中,步骤S830中的计算相邻两帧造影信号数据之间的信息差异,并计算信息差异与相邻两帧造影信号数据中的一帧造影信 号数据之间的关系,可以包括:计算相邻两帧造影信号数据之间的差分数据,对差分数据和被差分的一帧造影信号数据分别进行包络检测,得到差分数据和被差分的一帧造影信号数据各自的幅度数据;基于差分数据的幅度数据和被差分的一帧造影信号数据的幅度数据计算差分数据与被差分的一帧造影信号数据的幅度比值,得到差分数据与被差分的一帧造影信号数据之间的关系结果。In the embodiment of the present application, in step S830, the information difference between two adjacent frames of contrast signal data is calculated, and the relationship between the information difference and one frame of contrast signal data in the two adjacent frames of contrast signal data is calculated, It may include: calculating the difference data between two adjacent frames of contrast signal data, performing envelope detection on the difference data and the differenced frame of contrast signal data, respectively, to obtain the respective amplitudes of the difference data and the differenced frame of contrast signal data Data; based on the amplitude data of the differential data and the amplitude data of the differenced one frame of contrast signal data, calculate the amplitude ratio of the difference data and the differenced one frame of contrast signal data to obtain the difference between the difference data and the differenced one frame of contrast signal data The result of the relationship.
在本申请的实施例中,还可以对包络检测之后得到的结果进行对数压缩,基于幅度比值将被差分的一帧造影信号数据进行区域划分时可以是基于经对数压缩的幅度比值。In the embodiment of the present application, logarithmic compression may also be performed on the result obtained after envelope detection, and the area division of a frame of contrast signal data to be differentiated based on the amplitude ratio may be based on the logarithmically compressed amplitude ratio.
在本申请的实施例中,步骤S830中的计算相邻两帧造影信号数据之间的信息差异,并计算信息差异与相邻两帧造影信号数据中被差分的的一帧造影信号数据之间的关系,可以包括:计算相邻两帧造影信号数据之间的差分数据,对差分数据与被差分的一帧造影信号数据求比值;对比值进行包络检测,得到差分数据与被差分的一帧造影信号数据的幅度比值,作为差分数据与被差分的一帧造影信号数据之间的关系结果。In the embodiment of the present application, in step S830, the information difference between two adjacent frames of contrast signal data is calculated, and the information difference is calculated between the difference of one frame of contrast signal data in the adjacent two frames of contrast signal data The relationship may include: calculating the difference data between two adjacent frames of contrast signal data, calculating the ratio of the difference data and the differenced one frame of contrast signal data; performing envelope detection on the comparison value, and obtaining the difference data and the differenced one The amplitude ratio of the frame contrast signal data is taken as the result of the relationship between the difference data and the differenced one frame of contrast signal data.
在本申请的实施例中,步骤S830中的计算相邻两帧造影信号数据之间的信息差异,并计算信息差异与相邻两帧造影信号数据中被差分的一帧造影信号数据之间的关系,可以包括:计算相邻两帧造影信号数据之间的差分数据,并计算差分数据和被差分的一帧造影信号数据各自的相位数据;基于差分数据的相位数据和被差分的一帧造影信号数据的相位数据计算差分数据与被差分的一帧造影信号数据的相位差值,得到差分数据与被差分的一帧造影信号数据之间的关系结果。In the embodiment of the present application, in step S830, the information difference between the contrast signal data of two adjacent frames is calculated, and the difference between the information difference and the contrast signal data of one frame of the contrast signal data of the adjacent two frames is calculated. The relationship may include: calculating the difference data between two adjacent frames of contrast signal data, and calculating the respective phase data of the difference data and the differenced one frame of contrast signal data; the phase data based on the difference data and the differenced one frame of contrast data The phase data of the signal data calculates the phase difference value between the difference data and the differenced frame of contrast signal data, and obtains the relationship result between the difference data and the differenced frame of contrast signal data.
在本申请的实施例中,步骤S830中的计算相邻两帧造影信号数据之间的信息差异,并计算信息差异与相邻两帧造影信号数据中被差分的的一帧造影信号数据之间的关系,可以包括:计算相邻两帧造影信号数据之间的差分数据,对差分数据与被差分的一帧造影信号数据求比值;对比值进行辐角检测,得到差分数据与被差分的一帧造影信号数据的相位差值,作为差分数据与被差分的一帧造影信号数据之间的关系结果。In the embodiment of the present application, in step S830, the information difference between two adjacent frames of contrast signal data is calculated, and the information difference is calculated between the difference of one frame of contrast signal data in the adjacent two frames of contrast signal data The relationship may include: calculating the difference data between two adjacent frames of contrast signal data, calculating the ratio between the difference data and the differenced one frame of contrast signal data; performing the argument detection on the comparison value, and obtaining the difference data and the differenced one The phase difference value of the frame contrast signal data is the result of the relationship between the difference data and the differenced one frame of contrast signal data.
在本申请的实施例中,相邻两帧造影信号数据的差分数据可以包括第一矩阵,被差分的一帧造影信号数据可以包括第二矩阵,步骤S840中的基 于关系将一帧造影信号数据进行区域划分,可以包括:确定第一矩阵中的数据点与第二矩阵中的相应位置处的数据点的关系结果所属的数值区间;基于关系结果所属的数值区间将第二矩阵中的相应位置处的数据点划分为属于相应的区域。在该实施例中,可以通过预设若干个数值区间的方式来划分第二矩阵(即被差分的一帧造影信号数据)中属于不同数值区间的不同区域的数据点。In the embodiment of the present application, the difference data of two adjacent frames of contrast signal data may include a first matrix, and the differenced frame of contrast signal data may include a second matrix. In step S840, one frame of contrast signal data is determined based on the relationship. The area division may include: determining the numerical interval to which the relationship result between the data point in the first matrix and the data point at the corresponding position in the second matrix belongs; and dividing the corresponding position in the second matrix based on the numerical interval to which the relationship result belongs The data points at are divided into corresponding areas. In this embodiment, data points in different regions belonging to different numerical intervals in the second matrix (that is, the differenced frame of contrast signal data) can be divided by pre-setting several numerical intervals.
在一个实施例中,数值区间是基于一个或更多个预设阈值来确定的。很明显,预设阈值的数目越多,所划分的数值区间越多,对一帧造影信号数据的区域划分越精细。为了描述简单,下面以基于一个预设阈值T(其中T取值范围例如为0到1)的数值区间为例来描述。在该示例中,预设的数值区间可以包括第一数值区间和第二数值区间,第一数值区间例如为(0,T],第二数值区间例如为(T,1]。In one embodiment, the numerical interval is determined based on one or more preset thresholds. Obviously, the greater the number of preset thresholds, the more numerical intervals are divided, and the finer the area division of one frame of contrast signal data. For simplicity of description, a numerical interval based on a preset threshold T (where the value range of T is, for example, 0 to 1) is used as an example for description. In this example, the preset numerical interval may include a first numerical interval and a second numerical interval. The first numerical interval is, for example, (0, T], and the second numerical interval is, for example, (T, 1).
当确定第一矩阵(相邻两帧造影信号数据的差分数据)中的任一数据点与第二矩阵(相邻两帧造影数据中被差分的一帧造影信号数据)中的相应位置处的数据点的关系结果(例如前述的幅度比值R)属于第一数值区间,即R∈(0,T]时,将第二矩阵中的相应位置处的数据点划分为第一区域的数据点,例如图示的近场残留区域中的数据点。当第一矩阵中的任一数据点与第二矩阵中的相应位置处的数据点的关系结果(例如前述的幅度比值R)属于第二数值区间,即R∈(T,1]时,将第二矩阵中的相应位置处的数据点划分为第二区域的数据点,例如图示的中场残留区域中的数据点。其中第一区域中的组织残留多于第二区域中的组织残留。When determining any data point in the first matrix (differential data of two adjacent frames of contrast signal data) and the corresponding position in the second matrix (one frame of contrast signal data that is differentiated in two adjacent frames of contrast data) The relationship result of the data points (for example, the aforementioned amplitude ratio R) belongs to the first numerical interval, that is, when R∈(0,T], the data point at the corresponding position in the second matrix is divided into the data point of the first region, For example, the data points in the near-field residual area shown in the figure. When the relationship result between any data point in the first matrix and the data point at the corresponding position in the second matrix (for example, the aforementioned amplitude ratio R) belongs to the second value The interval, that is, when R∈(T,1], the data points at the corresponding positions in the second matrix are divided into data points in the second area, such as the data points in the midfield residual area shown in the figure. Among them, the first area There are more tissue residues in the second region than in the second region.
在本申请的进一步的实施例中,基于一个预设阈值T的数值区间还可以包括第三数值区间,即第一数值区间和第二数值区间以外的数值区间(1,+∞]∪(-∞,0)。当确定第一矩阵(相邻两帧造影信号数据的差分数据)中的数据点与第二矩阵(相邻两帧造影信号数据中被差分的一帧造影信号数据)中的相应位置处的数据点的关系结果(例如前述的幅度比值R)在第三数值区间内,即R∈(1,+∞]∪(-∞,0)时,将第二矩阵中的相应位置处的数据点划分为噪声区域中的数据点。In a further embodiment of the present application, the numerical interval based on a preset threshold T may also include a third numerical interval, that is, a numerical interval (1,+∞)∪(- ∞,0). When determining the data points in the first matrix (the difference data of the contrast signal data of two adjacent frames) and the second matrix (the contrast signal data of one frame of the contrast signal data of the adjacent two frames) The relationship result of the data point at the corresponding position (for example, the aforementioned amplitude ratio R) is in the third numerical interval, that is, when R∈(1,+∞]∪(-∞,0), the corresponding position in the second matrix The data points at are divided into data points in the noise area.
根据上述的区域划分结果,可以有针对性地进行抑制处理。如前文结合图4到图5C所示的,近场残留区域的组织残留最明显,中场残留区域 的组织残留较弱,噪声区域基本没有组织残留。因此,在本申请的实施例中,近场残留区域中的数据点采用第一抑制因子进行处理,中场残留区域中的数据点采用第二抑制因子进行处理,第一抑制因子的抑制作用大于第二抑制因子的抑制作用。例如,第一抑制因子可以表示为F1,示例性地,F1=R 2,对于正小数R而言,其求平方后将更接近于0,可增强抑制效果。第二抑制因子可以表示为F2,示例性地,
Figure PCTCN2020090855-appb-000002
对于正小数R而言,其开根号后更趋向于1,以求较为保守的抑制效果。此外,噪声区域中的数据点采用第三抑制因子进行处理,第三抑制因子的抑制作用小于第二抑制因子的抑制作用,第三抑制因子可以表示为F3,示例性地,F3=1。基于此,可以实现组织残留的有效抑制且不影响造影剂强度的效果。应理解,以上近场残留区域、中场残留区域和远场噪声区域的区域划分仅为一种示例,并不用以限制本发明。
According to the above-mentioned area division result, the suppression processing can be performed in a targeted manner. As shown in the foregoing in conjunction with FIGS. 4 to 5C, the residual tissue in the near-field residual area is the most obvious, the residual tissue in the mid-field residual area is weak, and the noise area is basically free of tissue residual. Therefore, in the embodiment of the present application, the data points in the near-field residual area are processed by the first suppression factor, and the data points in the midfield residual area are processed by the second suppression factor. The suppression effect of the first suppression factor is greater than Inhibition of the second inhibitor. For example, the first inhibitor can be expressed as F1, by way of example, F1 = R 2, R for a positive decimal, its request will squared closer to zero, can be enhanced inhibitory effect. The second inhibitory factor can be expressed as F2, exemplarily,
Figure PCTCN2020090855-appb-000002
For positive decimal R, it tends to 1 after opening the root sign, in order to achieve a more conservative inhibitory effect. In addition, the data points in the noise area are processed by a third suppression factor, and the suppression effect of the third suppression factor is smaller than that of the second suppression factor. The third suppression factor can be expressed as F3, for example, F3=1. Based on this, the effect of effectively suppressing tissue residue without affecting the intensity of the contrast agent can be achieved. It should be understood that the above regional division of the near-field residual area, the mid-field residual area, and the far-field noise area is only an example, and is not intended to limit the present invention.
由于被差分的一帧造影信号数据可以表示为第二矩阵,第二矩阵中处于不同区域的数据点可以采用不同的抑制因子来处理,因此,抑制因子也可以表示为一个矩阵,将该矩阵与第二矩阵进行点对点相乘的方式,即可实现对造影数据的组织残留印制处理。如前所述的,抑制因子趋向于0,意味着抑制效果的逐渐加强;抑制因子趋向于1,则意味着抑制效果的弱化,甚至不作处理。Since the differenced one frame of contrast signal data can be expressed as a second matrix, the data points in different regions in the second matrix can be processed by different suppression factors. Therefore, the suppression factor can also be expressed as a matrix. The second matrix performs point-to-point multiplication to realize the tissue residue printing processing of the angiographic data. As mentioned earlier, the inhibitory factor tends to 0, which means that the inhibitory effect is gradually strengthened; the inhibitory factor tends to 1, it means that the inhibitory effect is weakened, or even no treatment.
当然,前述以单阈值划分的数值区间、抑制因子的计算方式以及抑制因子的作用方式仅是示例性的,还可以根据本申请的教导采用多个阈值划分数值区间,抑制因子也可以是其他的计算方式(例如平方和开根号以外的其他计算方式),抑制因子的作用方式也可以是其他的方式(例如不是点对点相乘,而是相加、相除等方式)。Of course, the foregoing numerical interval divided by a single threshold, the calculation method of the suppression factor, and the action mode of the suppression factor are only exemplary, and multiple thresholds may be used to divide the numerical interval according to the teachings of the present application, and the suppression factor may also be other. The calculation method (such as other calculation methods other than square and root), and the action method of the suppression factor can also be other methods (such as not point-to-point multiplication, but addition, division, etc.).
基于上面的描述,根据本申请实施例的超声造影成像方法700从时域差分(帧间差分)的角度挖掘组织残留与造影剂信号的差异性,能够对造影信号数据中的组织残留区域与造影剂信号区域进行有效区分,从而能够有效抑制组织残留区域且尽可能不影响造影剂强度的效果。Based on the above description, the contrast-enhanced ultrasound imaging method 700 according to the embodiment of the present application excavates the difference between the residual tissue and the contrast agent signal from the perspective of time domain difference (inter-frame difference), and can compare the residual tissue area in the contrast signal data with the contrast agent signal. The agent signal area is effectively distinguished, so that the residual area of the tissue can be effectively suppressed and the effect of the contrast agent intensity is not affected as much as possible.
图9示出了根据本申请再一个实施例的超声造影成像方法900的示意性流程图。如图9所示,超声造影成像方法900可以包括如下步骤:FIG. 9 shows a schematic flowchart of a contrast-enhanced ultrasound imaging method 900 according to another embodiment of the present application. As shown in FIG. 9, the contrast-enhanced ultrasound imaging method 900 may include the following steps:
在步骤S910,控制超声探头向目标对象发射超声波,接收超声波的回 波,并基于超声波的回波获取超声回波信号。In step S910, the ultrasonic probe is controlled to transmit ultrasonic waves to the target object, receive ultrasonic echoes, and obtain ultrasonic echo signals based on the ultrasonic echoes.
在步骤S920,基于超声回波信号获取造影信号数据,并基于造影信号数据生成造影图像。In step S920, the contrast signal data is acquired based on the ultrasound echo signal, and a contrast image is generated based on the contrast signal data.
在步骤S930,获取至少两帧造影图像,计算相邻两帧造影图像之间的信息差异,并计算信息差异与相邻两帧造影图像中的一帧造影图像之间的关系。In step S930, at least two frames of contrast images are acquired, the information difference between two adjacent frames of contrast images is calculated, and the relationship between the information difference and one of the two adjacent frames of contrast images is calculated.
在步骤S940,基于关系将一帧造影图像进行区域划分,并对一帧造影图像的不同区域采用不同的抑制因子进行处理。In step S940, a frame of contrast image is divided into regions based on the relationship, and different regions of a frame of contrast image are processed with different suppression factors.
在根据本申请实施例的超声造影成像方法900中,通过实时的方式获取至少两帧造影图像数据,并基于相邻两帧造影图像数据之间的信息差异与相邻两帧造影图像数据中的一帧造影图像数据之间的关系,将一帧造影图像数据进行区域划分,不同区域的造影图像数据采用不同的抑制因子进行处理。In the ultrasound contrast imaging method 900 according to the embodiment of the present application, at least two frames of contrast image data are acquired in real-time, and based on the difference in information between two adjacent frames of contrast image data and the difference between the two adjacent frames of contrast image data For the relationship between one frame of contrast image data, one frame of contrast image data is divided into regions, and the contrast image data of different regions is processed with different suppression factors.
因此,与前文的根据本申请实施例的超声造影成像方法800相类似的,在根据本申请实施例的超声造影成像方法900中,也是基于相邻两帧造影数据之间的信息差异与相邻两帧造影数据中的一帧造影数据之间的关系对一帧造影数据进行组织残留抑制处理。不同的是,在根据本申请实施例的超声造影成像方法800中,是基于相邻两帧造影图像数据之间的信息差异与相邻两帧造影图像数据中的一帧造影图像数据之间的关系将一帧造影图像数据进行区域划分,而不是基于相邻两帧造影信号数据之间的信息差异与相邻两帧造影信号数据中的一帧造影信号数据之间的关系将一帧造影信号数据进行区域划分。为了简洁,此处主要描述本申请实施例的超声造影成像方法900与本申请实施例的超声造影成像方法800的不同之处,其余相似之处仅简明概括。Therefore, similar to the foregoing contrast-enhanced ultrasound imaging method 800 according to the embodiment of the present application, in the contrast-enhanced ultrasound imaging method 900 according to the embodiment of the present application, it is also based on the difference in information between two adjacent frames of contrast data. The relationship between one frame of contrast data in the two frames of contrast data performs tissue residue suppression processing on one frame of contrast data. The difference is that in the ultrasound contrast imaging method 800 according to the embodiment of the present application, it is based on the difference between the information difference between two adjacent frames of contrast image data and the difference between one frame of contrast image data in two adjacent frames of contrast image data. The relationship divides a frame of contrast image data into regions, instead of dividing a frame of contrast signal based on the information difference between two adjacent frames of contrast signal data and the relationship between one frame of contrast signal data in two adjacent frames of contrast signal data The data is divided into regions. For brevity, the differences between the contrast-enhanced ultrasound imaging method 900 of the embodiment of the present application and the contrast-enhanced ultrasound imaging method 800 of the embodiment of the present application are mainly described here, and the remaining similarities are only briefly summarized.
在本申请的实施例中,基于相邻两帧造影图像数据之间的信息差异与相邻两帧造影图像数据中的一帧造影图像数据之间的关系,能够将一帧造影图像数据中组织残留强的区域(如前文图4中所示的框410内的区域)和组织残留弱的区域(如前文图4中所示的框420内的区域)和基本无组织残留的区域(如前文图4中所示的框430内的区域)明显地区分开来,使得能够基于该关系对将一帧造影图像数据进行分区(例如分为组织残留 强的区域、组织残留弱的区域、无组织残留的区域等),并基于区域划分的结果对一帧造影图像数据的不同区域采用不同的抑制因子进行抑制处理,从而能够使得经处理的造影图像组织残留部分被有效抑制且不影响造影剂强度的效果。In the embodiment of the present application, based on the relationship between the information difference between two adjacent frames of contrast image data and one frame of contrast image data in two adjacent frames of contrast image data, one frame of contrast image data can be organized Areas with strong residues (such as the area within the box 410 shown in Figure 4 above) and areas with weak tissue residues (such as the area within the box 420 shown in Figure 4 above) and regions with basically no tissue residues (such as the above The area within the frame 430 shown in FIG. 4) is clearly distinguished, so that a frame of contrast image data can be partitioned based on the relationship (for example, divided into areas with strong tissue residue, areas with weak tissue residue, and no tissue residue). Based on the results of the area division, different areas of a frame of contrast image data are suppressed by different suppression factors, so that the residual part of the processed contrast image can be effectively suppressed without affecting the intensity of the contrast agent. Effect.
在本申请的实施例中,相邻两帧造影图像包括前一帧造影图像和后一帧造影图像,步骤S930中的计算相邻两帧造影图像之间的信息差异,可以包括:计算后一帧造影图像与前一帧造影图像的前向差分结果;步骤S930中的计算信息差异与相邻两帧造影图像中的一帧造影图像之间的关系,可以包括:计算前向差分结果与前一帧造影图像的灰度比值。In the embodiment of the present application, two adjacent frames of contrast images include the previous frame of contrast images and the next frame of contrast images, and the calculation of the information difference between the two adjacent frames of contrast images in step S930 may include: calculating the latter The result of the forward difference between a frame of contrast image and the previous frame of contrast image; the relationship between the calculated information difference in step S930 and one frame of contrast image in two adjacent frames of contrast image may include: the calculation of the forward difference result and the previous frame The gray scale ratio of a contrast image.
在本申请的实施例中,相邻两帧造影图像包括前一帧造影图像和后一帧造影图像,步骤S930中的计算相邻两帧造影图像之间的信息差异,可以包括:计算前一帧造影图像与后一帧造影图像的后向差分结果;步骤S930中的计算信息差异与相邻两帧造影图像中的一帧造影图像之间的关系可以包括:计算后向差分结果与后一帧造影图像的灰度比值。In the embodiment of the present application, two adjacent frames of contrast image include the previous frame of contrast image and the next frame of contrast image, and the calculation of the information difference between the two adjacent frames of contrast image in step S930 may include: calculating the previous frame The result of the backward difference between one frame of contrast image and the next frame of contrast image; the relationship between the calculated information difference in step S930 and one of the two adjacent frames of contrast image may include: the result of calculating the backward difference and the latter one The gray ratio of the contrast image of the frame.
在本申请的实施例中,信息差异包括第一矩阵,被差分的一帧造影图像包括第二矩阵,基于关系将被差分的一帧造影图像进行区域划分,可以包括:确定第一矩阵中的数据点与第二矩阵中的相应位置处的数据点的灰度比值所属的数值区间;基于灰度比值所属的数值区间将第二矩阵中的相应位置处的数据点划分为属于相应的区域。In the embodiment of the present application, the difference in information includes a first matrix, and a frame of contrasted image to be differentiated includes a second matrix. Based on the relationship, dividing the frame of contrasted image into regions may include: determining the difference in the first matrix The numerical interval to which the gray scale ratio of the data point and the data point at the corresponding position in the second matrix belongs; and the data point at the corresponding position in the second matrix is divided into the corresponding area based on the numerical interval to which the gray scale ratio belongs.
在本申请的实施例中,数值区间是基于一个或更多个预设阈值来确定的。In the embodiment of the present application, the numerical interval is determined based on one or more preset thresholds.
在本申请的实施例中,数值区间包括基于预设阈值确定的第一数值区间和第二数值区间;第一数值区间对应第一区域,第二数值区间对应第二区域,且第一区域中的组织残留多于第二区域中的组织残留;当第一矩阵中的任一数据点与第二矩阵中的相应位置处的数据点的灰度比值属于第一数值区间时,对第一区域中的数据点采用第一抑制因子进行处理;当第一矩阵中的任一数据点与第二矩阵中的相应位置处的数据点的灰度比值属于第二数值区间时,对第二区域中的数据点采用第二抑制因子进行处理,第一抑制因子的抑制作用大于第二抑制因子的抑制作用。In the embodiment of the present application, the numerical interval includes a first numerical interval and a second numerical interval determined based on a preset threshold; the first numerical interval corresponds to the first region, the second numerical interval corresponds to the second region, and More tissue residues in the second area than in the second area; when the gray scale ratio of any data point in the first matrix to the data point at the corresponding position in the second matrix belongs to the first numerical interval, the first area The data points in the second matrix are processed by the first suppression factor; when the grayscale ratio of any data point in the first matrix to the data point at the corresponding position in the second matrix belongs to the second numerical interval, the second area is The data points of using the second inhibitory factor for processing, the inhibitory effect of the first inhibitory factor is greater than the inhibitory effect of the second inhibitory factor.
在本申请的实施例中,第一区域为近场残留区域,第二区域为中场残 留区域。In the embodiment of the present application, the first area is the near field residual area, and the second area is the midfield residual area.
在本申请的实施例中,数值区间还包括对应噪声区域的第三数值区间;当第一矩阵中的任一数据点与第二矩阵中的相应位置处的数据点的灰度比值属于第三数值区间时,对噪声区域中的数据点采用第三抑制因子进行处理,第三抑制因子的抑制作用小于第二抑制因子的抑制作用。In the embodiment of the present application, the numerical interval further includes a third numerical interval corresponding to the noise area; when the grayscale ratio of any data point in the first matrix to the data point at the corresponding position in the second matrix belongs to the third In the numerical interval, the data points in the noise area are processed by the third suppression factor, and the suppression effect of the third suppression factor is less than the suppression effect of the second suppression factor.
在本申请的实施例中,第三抑制因子等于1。In the embodiment of the present application, the third suppression factor is equal to 1.
基于上面的描述,根据本申请实施例的超声造影成像方法900从时域差分(帧间差分)的角度挖掘组织残留与造影剂信号的差异性,能够对造影图像数据中的组织残留区域与造影剂图像区域进行有效区分,从而能够有效抑制组织残留区域且尽可能不影响造影剂强度的效果。Based on the above description, the contrast-enhanced ultrasound imaging method 900 according to the embodiment of the present application excavates the difference between the residual tissue and the contrast agent signal from the perspective of time domain difference (inter-frame difference), and can compare the residual tissue area in the contrast image data with the contrast agent signal. The agent image area is effectively distinguished, so that the residual area of the tissue can be effectively suppressed and the effect of the contrast agent strength is not affected as much as possible.
图10是根据本申请又一个实施例的超声造影成像方法1000的示意性流程图。如图10所示,超声造影成像方法100可以包括如下步骤:FIG. 10 is a schematic flowchart of a contrast-enhanced ultrasound imaging method 1000 according to another embodiment of the present application. As shown in FIG. 10, the contrast-enhanced ultrasound imaging method 100 may include the following steps:
在步骤S1010,控制超声探头向目标对象发射超声波,接收所超声波的回波,并基于超声波的回波获取超声回波信号。In step S1010, the ultrasonic probe is controlled to transmit ultrasonic waves to the target object, receive echoes of the ultrasonic waves, and obtain ultrasonic echo signals based on the echoes of the ultrasonic waves.
在步骤S1020,基于超声回波信号获取至少两帧造影信号数据,其中,每帧造影信号数据用于生成一帧造影图像。In step S1020, at least two frames of contrast signal data are acquired based on the ultrasound echo signal, wherein each frame of contrast signal data is used to generate one frame of contrast image.
在步骤S1030,计算相邻两帧造影信号数据之间的信息差异,并计算信息差异与相邻两帧造影信号数据中的一帧造影信号数据之间的关系。In step S1030, the information difference between two adjacent frames of contrast signal data is calculated, and the relationship between the information difference and one frame of contrast signal data in the two adjacent frames of contrast signal data is calculated.
在步骤S1040,基于关系将该一帧造影信号数据进行分类,并基于分类的结果对该一帧造影信号数据的至少部分数据进行抑制处理。In step S1040, the one frame of contrast signal data is classified based on the relationship, and at least part of the data of the one frame of contrast signal data is suppressed based on the classification result.
在步骤S1050,基于经处理的一帧造影信号数据生成造影图像。In step S1050, a contrast image is generated based on the processed one frame of contrast signal data.
根据本申请实施例的超声造影成像方法1000与前文的根据本申请实施例的超声造影成像方法300整体上类似,区别仅在于根据本申请实施例的超声造影成像方法1000在步骤S1010-S1020为实时获取两帧造影数据,且获取的造影数据为用于生成造影图像的造影信号数据。在本申请的实施例中,在步骤S1010-S1020获取的造影信号数据可以为基带数据,相邻两帧造影信号数据之间的信息差异包括幅度差异、相位差异或频率差异。The contrast-enhanced ultrasound imaging method 1000 according to the embodiment of the present application is similar to the foregoing contrast-enhanced ultrasound imaging method 300 according to the embodiment of the present application as a whole, except that the contrast-enhanced ultrasound imaging method 1000 according to the embodiment of the present application is real-time in steps S1010-S1020. Two frames of contrast data are acquired, and the acquired contrast data is contrast signal data used to generate a contrast image. In the embodiment of the present application, the contrast signal data acquired in steps S1010-S1020 may be baseband data, and the information difference between the contrast signal data of two adjacent frames includes amplitude difference, phase difference or frequency difference.
基于上面的描述,根据本申请实施例的超声造影成像方法1000从时域差分(帧间差分)的角度挖掘组织残留与造影剂信号的差异性,能够对造影信号数据中的组织残留区域与造影剂信号区域进行有效区分,从而能 够有效抑制组织残留区域且尽可能不影响造影剂强度的效果。Based on the above description, the contrast-enhanced ultrasound imaging method 1000 according to the embodiment of the present application excavates the difference between the residual tissue and the contrast agent signal from the perspective of time domain difference (inter-frame difference), and can compare the residual tissue area in the contrast signal data with the contrast agent signal. The agent signal area is effectively distinguished, so that the residual area of the tissue can be effectively suppressed and the effect of the contrast agent intensity is not affected as much as possible.
图11示出了根据本申请再一个实施例的超声造影成像方法1100的示意性流程图。如图10所示,超声造影成像方法1100可以包括如下步骤:FIG. 11 shows a schematic flowchart of a contrast-enhanced ultrasound imaging method 1100 according to another embodiment of the present application. As shown in FIG. 10, the contrast-enhanced ultrasound imaging method 1100 may include the following steps:
在步骤S1110,控制超声探头向目标对象发射超声波,接收超声波的回波,并基于超声波的回波获取超声回波信号。In step S1110, the ultrasonic probe is controlled to transmit ultrasonic waves to the target object, receive ultrasonic echoes, and obtain ultrasonic echo signals based on the ultrasonic echoes.
在步骤S1120,基于超声回波信号获取造影信号数据,并基于造影信号数据生成造影图像。In step S1120, the contrast signal data is acquired based on the ultrasound echo signal, and a contrast image is generated based on the contrast signal data.
在步骤S1130,计算相邻两帧造影图像之间的信息差异,并计算信息差异与相邻两帧造影图像中的一帧造影图像之间的关系。In step S1130, the information difference between two adjacent contrast images is calculated, and the relationship between the information difference and one of the two adjacent contrast images is calculated.
在步骤S1140,基于关系将该一帧造影图像进行分类,并基于分类的结果对至少部分的一帧造影图像进行抑制处理。In step S1140, the one-frame contrast image is classified based on the relationship, and at least part of the one-frame contrast image is suppressed based on the classification result.
根据本申请实施例的超声造影成像方法1100与前文的根据本申请实施例的超声造影成像方法300整体上类似,区别仅在于根据本申请实施例的超声造影成像方法1100在步骤S1110-S1120实时获取至少两帧造影图像。在本申请的实施例中,步骤S1130中的计算相邻两帧造影图像之间的信息差异,可以包括:计算相邻两帧造影图像之间的灰度差分结果;步骤S1130中的计算信息差异与相邻两帧造影图像中的一帧造影图像之间的关系,可以包括:计算灰度差分结果与相邻两帧造影图像中的一帧造影图像之间的灰度比值。The contrast-enhanced ultrasound imaging method 1100 according to the embodiment of the present application is similar to the foregoing contrast-enhanced ultrasound imaging method 300 according to the embodiment of the present application as a whole, except that the contrast-enhanced ultrasound imaging method 1100 according to the embodiment of the present application acquires in real time in steps S1110-S1120 At least two contrast images. In the embodiment of the present application, calculating the information difference between two adjacent frames of contrast images in step S1130 may include: calculating the gray difference result between two adjacent frames of contrast images; calculating the information difference in step S1130 The relationship with one frame of contrast images in two adjacent frames of contrast images may include: calculating the gray level ratio between the gray difference result and one frame of contrast images in two adjacent frames of contrast images.
基于上面的描述,根据本申请实施例的超声造影成像方法1100从时域差分(帧间差分)的角度挖掘组织残留与造影剂信号的差异性,能够对造影图像数据中的组织残留区域与造影剂图像区域进行有效区分,从而能够有效抑制组织残留区域且尽可能不影响造影剂强度的效果。Based on the above description, the contrast-enhanced ultrasound imaging method 1100 according to the embodiment of the present application excavates the difference between the residual tissue and the contrast agent signal from the perspective of time domain difference (inter-frame difference), and can compare the residual tissue area in the contrast image data with the contrast agent signal. The agent image area is effectively distinguished, so that the residual area of the tissue can be effectively suppressed and the effect of the contrast agent strength is not affected as much as possible.
重新参照图2,本发明实施例还提供了一种超声造影成像装置100,超声造影成像装置可以用于实现上述造影成像方法。超声造影成像装置100可以包括探头110、发射电路112、接收电路114、波束合成电路116、处理器118和显示器120、发射/接收选择开关122以及存储器124中的部分或全部部件,各个部件的相关描述可以参照上文。2 again, an embodiment of the present invention also provides a contrast-enhanced ultrasound imaging apparatus 100, which can be used to implement the above-mentioned contrast-enhanced imaging method. The ultrasound contrast imaging apparatus 100 may include a probe 110, a transmitting circuit 112, a receiving circuit 114, a beam combining circuit 116, a processor 118 and a display 120, a transmitting/receiving selection switch 122, and some or all of the components in the memory 124, and the correlation of each component The description can refer to the above.
其中,发射电路112用于激励超声探头110向目标对象发射超声波。接收电路114,用于控制超声探头110接收从目标对象返回的超声回波,获得超 声回波信号。处理器118可用于执行上述超声造影成像方法300、800、900、1000和1100。以下仅对超声造影成像装置100的主要功能进行描述,而省略以上已经描述过的细节内容。The transmitting circuit 112 is used to excite the ultrasonic probe 110 to transmit ultrasonic waves to the target object. The receiving circuit 114 is used to control the ultrasonic probe 110 to receive the ultrasonic echo returned from the target object to obtain the ultrasonic echo signal. The processor 118 may be used to execute the above-mentioned contrast-enhanced ultrasound imaging methods 300, 800, 900, 1000, and 1100. Hereinafter, only the main functions of the ultrasound contrast imaging apparatus 100 are described, and the details that have been described above are omitted.
在一个实施例中,处理器118计算相邻两帧造影数据之间的信息差异,并计算所述信息差异与所述相邻两帧造影数据中的一帧造影数据之间的关系;基于所述关系将所述一帧造影数据进行分类,并基于所述分类的结果对所述一帧造影数据的至少部分数据进行抑制处理。In one embodiment, the processor 118 calculates the information difference between two adjacent frames of contrast data, and calculates the relationship between the information difference and one frame of contrast data in the two adjacent frames of contrast data; The relationship classifies the one frame of contrast data, and performs suppression processing on at least part of the one frame of contrast data based on the classification result.
在一个实施例中,相邻两帧造影数据之间的信息差异包括幅度差异、相位差异或频率差异。In one embodiment, the difference in information between two adjacent frames of contrast data includes an amplitude difference, a phase difference, or a frequency difference.
在一个实施例中,相邻两帧造影数据之间的信息差异为幅度差异时,处理器118计算所述相邻两帧造影数据之间的差分数据,并计算所述差分数据和所述一帧造影数据各自的幅度数据;基于所述差分数据的幅度数据和所述一帧造影数据的幅度数据计算所述差分数据与所述一帧造影数据的幅度比值,得到所述差分数据与所述一帧造影数据之间的关系结果。In one embodiment, when the information difference between two adjacent frames of contrast data is a magnitude difference, the processor 118 calculates the difference data between the two adjacent frames of contrast data, and calculates the difference data and the one. The amplitude data of each frame of contrast data; based on the amplitude data of the differential data and the amplitude data of the one frame of contrast data, the amplitude ratio of the differential data and the one frame of contrast data is calculated to obtain the difference data and the The result of the relationship between one frame of contrast data.
在一个实施例中,相邻两帧造影数据之间的信息差异为幅度差异时,处理器118计算所述相邻两帧造影数据之间的差分数据,对所述差分数据与所述一帧造影数据求比值;对所述比值进行幅度求解得到所述差分数据与所述一帧造影数据的幅度比值,作为所述差分数据与所述一帧造影数据之间的关系结果。In one embodiment, when the information difference between two adjacent frames of contrast data is a magnitude difference, the processor 118 calculates the difference data between the two adjacent frames of contrast data, and compares the difference data with the one frame. Calculating the ratio of the contrast data; and solving the amplitude of the ratio to obtain the ratio of the amplitude of the difference data to the one frame of contrast data, which is used as the result of the relationship between the difference data and the one frame of contrast data.
在一个实施例中,相邻两帧造影数据之间的信息差异为相位差异时,处理器118计算所述相邻两帧造影数据之间的差分数据,并计算所述差分数据和所述一帧造影数据各自的相位数据;基于所述差分数据的相位数据和所述一帧造影数据的相位数据计算所述差分数据与所述一帧造影数据的相位差值,得到所述差分数据与所述一帧造影数据之间的关系结果。In one embodiment, when the information difference between two adjacent frames of contrast data is a phase difference, the processor 118 calculates the difference data between the two adjacent frames of contrast data, and calculates the difference data and the one The phase data of each frame of contrast data; the phase difference between the difference data and the one frame of contrast data is calculated based on the phase data of the differential data and the phase data of the one frame of contrast data, to obtain the difference data and the phase data Describe the results of the relationship between one frame of contrast data.
在一个实施例中,相邻两帧造影数据之间的信息差异为相位差异时,处理器118计算所述相邻两帧造影数据之间的差分数据,对所述差分数据与所述一帧造影数据求比值;对所述比值进行相位求解,得到所述差分数据与所述一帧造影数据的相位差值,作为所述差分数据与所述一帧造影数据之间的关系结果。In one embodiment, when the information difference between two adjacent frames of contrast data is a phase difference, the processor 118 calculates the difference data between the two adjacent frames of contrast data, and compares the difference data with the one frame. Calculating the ratio of the contrast data; and solving the phase of the ratio to obtain the phase difference value between the difference data and the one frame of contrast data as a result of the relationship between the difference data and the one frame of contrast data.
在一个实施例中,所述差分数据包括第一矩阵,所述一帧造影数据包 括第二矩阵,处理器118用于确定所述第一矩阵中的数据点与所述第二矩阵中的相应位置处的数据点的关系结果所属的数值区间,并基于所述关系结果所属的数值区间将所述第二矩阵中的所述相应位置处的数据点划分为属于相应的类别。In an embodiment, the difference data includes a first matrix, the one frame of contrast data includes a second matrix, and the processor 118 is configured to determine the data points in the first matrix and the corresponding data points in the second matrix. The numerical interval to which the relationship result of the data point at the position belongs, and the data point at the corresponding position in the second matrix is classified as belonging to the corresponding category based on the numerical interval to which the relationship result belongs.
在一个实施例中,处理器118用于基于所述分类的结果确定所述一帧造影数据中需要进行抑制处理的数据;对于所述需要进行抑制处理的数据中不同类别的数据采用不同的抑制因子进行处理。In one embodiment, the processor 118 is configured to determine, based on the result of the classification, data that needs to be suppressed in the one frame of angiographic data; and use different suppression for different types of data in the data that needs to be suppressed. Factor processing.
在一个实施例中,数值区间是基于一个或更多个预设阈值来确定的。In one embodiment, the numerical interval is determined based on one or more preset thresholds.
在一个实施例中,所述数值区间包括基于所述预设阈值确定的第一数值区间和第二数值区间;所述第一数值区间对应第一类别数据点,所述第二数值区间对应第二类别数据点,且所述第一类别数据点处的组织残留强于所述第二类别数据点处的组织残留;当所述第一矩阵中的任一数据点与所述第二矩阵中的相应位置处的数据点的关系结果属于所述第一数值区间时,将所述第二矩阵中的相应位置处的数据点划分为第一类别数据点;当所述第一矩阵中的任一数据点与所述第二矩阵中的相应位置处的数据点的关系结果属于所述第二数值区间时,将所述第二矩阵中的相应位置处的数据点划分为第二类别数据点;采用第一抑制因子对所述第一类别数据点进行处理,采用第二抑制因子对所述第二类别数据点进行处理,所述第一抑制因子的抑制作用大于所述第二抑制因子的抑制作用。In one embodiment, the numerical interval includes a first numerical interval and a second numerical interval determined based on the preset threshold; the first numerical interval corresponds to a first type of data point, and the second numerical interval corresponds to a first numerical interval. Two types of data points, and the tissue residues at the first type data points are stronger than the tissue residues at the second type data points; when any data point in the first matrix and the second matrix When the result of the relationship between the data points at the corresponding positions belongs to the first numerical interval, the data points at the corresponding positions in the second matrix are divided into data points of the first category; when any of the data points in the first matrix When the result of the relationship between a data point and the data point at the corresponding position in the second matrix belongs to the second numerical interval, the data point at the corresponding position in the second matrix is divided into a second type of data point ; Using a first inhibitor to process the first category of data points, using a second inhibitor to process the second category of data points, the inhibitory effect of the first inhibitory factor is greater than that of the second inhibitory factor Inhibition.
在一个实施例中,处理器118计算相邻两帧造影数据之间的信息差异,并计算所述信息差异与所述相邻两帧造影数据中的一帧造影数据之间的关系;基于所述关系将所述一帧造影数据进行区域划分,并对不同区域的造影数据采用不同的抑制因子进行处理。造影数据可以是用于生成一帧造影图像的造影信号数据,也可以是一帧造影图像数据。In one embodiment, the processor 118 calculates the information difference between two adjacent frames of contrast data, and calculates the relationship between the information difference and one frame of contrast data in the two adjacent frames of contrast data; The relationship divides the one frame of contrast data into regions, and uses different suppression factors to process the contrast data in different regions. The contrast data may be contrast signal data used to generate one frame of contrast image, or one frame of contrast image data.
下面结合图12描述根据本申请另一个实施例的超声造影成像装置,其可以用于实施上文中的根据本发明实施例的超声造影成像方法。The following describes a contrast-enhanced ultrasound imaging apparatus according to another embodiment of the present application in conjunction with FIG. 12, which can be used to implement the above-mentioned contrast-enhanced ultrasound imaging method according to the embodiment of the present invention.
下面结合图12描述本申请另一个实施例的超声造影成像装置的示意性框图。图12示出了根据本申请实施例的超声造影成像装置1200的示意性框图。超声造影成像装置1200包括存储器1210以及处理器1220。The following describes a schematic block diagram of an ultrasound contrast imaging apparatus according to another embodiment of the present application with reference to FIG. 12. FIG. 12 shows a schematic block diagram of an ultrasound contrast imaging apparatus 1200 according to an embodiment of the present application. The ultrasound contrast imaging apparatus 1200 includes a memory 1210 and a processor 1220.
其中,存储器1210存储用于实现根据本申请实施例的超声造影成像 方法300、800、900、1000和1100中的相应步骤的程序。处理器1220用于运行存储器1210中存储的程序,以执行根据本申请实施例的超声造影成像方法300、800、900、1000和1100的相应步骤。Wherein, the memory 1210 stores programs for implementing corresponding steps in the ultrasound contrast imaging methods 300, 800, 900, 1000, and 1100 according to the embodiments of the present application. The processor 1220 is configured to run a program stored in the memory 1210 to execute corresponding steps of the ultrasound contrast imaging methods 300, 800, 900, 1000, and 1100 according to the embodiments of the present application.
此外,根据本申请实施例,还提供了一种存储介质,在所述存储介质上存储了程序指令,在所述程序指令被计算机或处理器运行时用于执行本申请实施例的超声造影成像方法的相应步骤。所述存储介质例如可以包括智能电话的存储卡、平板电脑的存储部件、个人计算机的硬盘、只读存储器(ROM)、可擦除可编程只读存储器(EPROM)、便携式紧致盘只读存储器(CD-ROM)、USB存储器、或者上述存储介质的任意组合。所述计算机可读存储介质可以是一个或多个计算机可读存储介质的任意组合。In addition, according to an embodiment of the present application, there is also provided a storage medium on which program instructions are stored, and when the program instructions are run by a computer or a processor, they are used to execute the ultrasound contrast imaging The corresponding steps of the method. The storage medium may include, for example, a memory card of a smart phone, a storage component of a tablet computer, a hard disk of a personal computer, a read-only memory (ROM), an erasable programmable read-only memory (EPROM), a portable compact disk read-only memory (CD-ROM), USB memory, or any combination of the above storage media. The computer-readable storage medium may be any combination of one or more computer-readable storage media.
此外,根据本申请实施例,还提供了一种计算机程序,该计算机程序可以存储在云端或本地的存储介质上。在该计算机程序被计算机或处理器运行时用于执行本申请实施例的超声造影成像方法的相应步骤。In addition, according to an embodiment of the present application, a computer program is also provided, and the computer program can be stored in a cloud or a local storage medium. When the computer program is run by a computer or a processor, it is used to execute the corresponding steps of the ultrasound contrast imaging method of the embodiment of the present application.
基于上面的描述,根据本申请实施例的超声造影成像方法、装置和存储介质从时域差分(帧间差分)的角度挖掘组织残留与造影剂信号的差异性,能够对造影数据中的组织残留部分与造影剂信号部分进行有效区分,从而能够有效抑制组织残留部分且尽可能不影响造影剂强度的效果。Based on the above description, the contrast-enhanced ultrasound imaging method, device, and storage medium according to the embodiments of the present application excavate the difference between the tissue residue and the contrast agent signal from the perspective of time domain difference (inter-frame difference), and can detect the tissue residue in the contrast data. The part is effectively distinguished from the signal part of the contrast agent, so that the residual part of the tissue can be effectively suppressed and the effect of the intensity of the contrast agent is not affected as much as possible.
尽管这里已经参考附图描述了示例实施例,应理解上述示例实施例仅仅是示例性的,并且不意图将本申请的范围限制于此。本领域普通技术人员可以在其中进行各种改变和修改,而不偏离本申请的范围和精神。所有这些改变和修改意在被包括在所附权利要求所要求的本申请的范围之内。Although the exemplary embodiments have been described herein with reference to the accompanying drawings, it should be understood that the above-described exemplary embodiments are merely exemplary, and are not intended to limit the scope of the present application thereto. Those of ordinary skill in the art can make various changes and modifications therein without departing from the scope and spirit of the present application. All these changes and modifications are intended to be included within the scope of the present application as required by the appended claims.
本领域普通技术人员可以意识到,结合本文中所公开的实施例描述的各示例的单元及算法步骤,能够以电子硬件、或者计算机软件和电子硬件的结合来实现。这些功能究竟以硬件还是软件方式来执行,取决于技术方案的特定应用和设计约束条件。专业技术人员可以对每个特定的应用来使用不同方法来实现所描述的功能,但是这种实现不应认为超出本申请的范围。A person of ordinary skill in the art may realize that the units and algorithm steps of the examples described in combination with the embodiments disclosed herein can be implemented by electronic hardware or a combination of computer software and electronic hardware. Whether these functions are executed by hardware or software depends on the specific application and design constraint conditions of the technical solution. Professionals and technicians can use different methods for each specific application to implement the described functions, but such implementation should not be considered beyond the scope of this application.
在本申请所提供的几个实施例中,应该理解到,所揭露的装置和方法,可以通过其它的方式实现。例如,以上所描述的装置实施例仅仅是示意性的,例如,所述单元的划分,仅仅为一种逻辑功能划分,实际实现时可以 有另外的划分方式,例如多个单元或组件可以结合或者可以集成到另一个装置,或一些特征可以忽略,或不执行。In the several embodiments provided in this application, it should be understood that the disclosed device and method may be implemented in other ways. For example, the device embodiments described above are merely illustrative, for example, the division of the units is only a logical function division, and there may be other divisions in actual implementation, for example, multiple units or components may be combined or It can be integrated into another device, or some features can be ignored or not implemented.
在此处所提供的说明书中,说明了大量具体细节。然而,能够理解,本申请的实施例可以在没有这些具体细节的情况下实践。在一些实例中,并未详细示出公知的方法、结构和技术,以便不模糊对本说明书的理解。In the instructions provided here, a lot of specific details are explained. However, it can be understood that the embodiments of the present application can be practiced without these specific details. In some instances, well-known methods, structures, and technologies are not shown in detail, so as not to obscure the understanding of this specification.
类似地,应当理解,为了精简本申请并帮助理解各个发明方面中的一个或多个,在对本申请的示例性实施例的描述中,本申请的各个特征有时被一起分组到单个实施例、图、或者对其的描述中。然而,并不应将该本申请的方法解释成反映如下意图:即所要求保护的本申请要求比在每个权利要求中所明确记载的特征更多的特征。更确切地说,如相应的权利要求书所反映的那样,其发明点在于可以用少于某个公开的单个实施例的所有特征的特征来解决相应的技术问题。因此,遵循具体实施方式的权利要求书由此明确地并入该具体实施方式,其中每个权利要求本身都作为本申请的单独实施例。Similarly, it should be understood that, in order to simplify this application and help understand one or more of the various aspects of the invention, in the description of the exemplary embodiments of this application, the various features of this application are sometimes grouped together into a single embodiment or figure. , Or in its description. However, the method of this application should not be interpreted as reflecting the intention that the claimed application requires more features than the features explicitly recorded in each claim. More precisely, as reflected in the corresponding claims, the point of the invention is that the corresponding technical problems can be solved with features that are less than all the features of a single disclosed embodiment. Therefore, the claims following the specific embodiment are thus explicitly incorporated into the specific embodiment, wherein each claim itself serves as a separate embodiment of the application.
本领域的技术人员可以理解,除了特征之间相互排斥之外,可以采用任何组合对本说明书(包括伴随的权利要求、摘要和附图)中公开的所有特征以及如此公开的任何方法或者装置的所有过程或单元进行组合。除非另外明确陈述,本说明书(包括伴随的权利要求、摘要和附图)中公开的每个特征可以由提供相同、等同或相似目的的替代特征来代替。Those skilled in the art can understand that, in addition to mutual exclusion between the features, any combination of all features disclosed in this specification (including the accompanying claims, abstract, and drawings) and any method or device disclosed in this manner can be used. Processes or units are combined. Unless expressly stated otherwise, each feature disclosed in this specification (including the accompanying claims, abstract and drawings) may be replaced by an alternative feature providing the same, equivalent or similar purpose.
此外,本领域的技术人员能够理解,尽管在此所述的一些实施例包括其它实施例中所包括的某些特征而不是其它特征,但是不同实施例的特征的组合意味着处于本申请的范围之内并且形成不同的实施例。例如,在权利要求书中,所要求保护的实施例的任意之一都可以以任意的组合方式来使用。In addition, those skilled in the art can understand that although some embodiments described herein include certain features included in other embodiments but not other features, the combination of features of different embodiments means that they are within the scope of the present application. Within and form different embodiments. For example, in the claims, any one of the claimed embodiments can be used in any combination.
本申请的各个部件实施例可以以硬件实现,或者以在一个或者多个处理器上运行的软件模块实现,或者以它们的组合实现。本领域的技术人员应当理解,可以在实践中使用微处理器或者数字信号处理器(DSP)来实现根据本申请实施例的一些模块的一些或者全部功能。本申请还可以实现为用于执行这里所描述的方法的一部分或者全部的装置程序(例如,计算机程序和计算机程序产品)。这样的实现本申请的程序可以存储在计算机可 读介质上,或者可以具有一个或者多个信号的形式。这样的信号可以从因特网网站上下载得到,或者在载体信号上提供,或者以任何其他形式提供。The various component embodiments of the present application may be implemented by hardware, or by software modules running on one or more processors, or by a combination of them. Those skilled in the art should understand that a microprocessor or a digital signal processor (DSP) may be used in practice to implement some or all of the functions of some modules according to the embodiments of the present application. This application can also be implemented as a device program (for example, a computer program and a computer program product) for executing part or all of the methods described herein. Such a program for implementing the present application may be stored on a computer readable medium, or may have the form of one or more signals. Such a signal can be downloaded from an Internet website, or provided on a carrier signal, or provided in any other form.
应该注意的是上述实施例对本申请进行说明而不是对本申请进行限制,并且本领域技术人员在不脱离所附权利要求的范围的情况下可设计出替换实施例。在权利要求中,不应将位于括号之间的任何参考符号构造成对权利要求的限制。本申请可以借助于包括有若干不同元件的硬件以及借助于适当编程的计算机来实现。在列举了若干装置的单元权利要求中,这些装置中的若干个可以是通过同一个硬件项来具体体现。单词第一、第二、以及第三等的使用不表示任何顺序。可将这些单词解释为名称。It should be noted that the above-mentioned embodiments illustrate rather than limit the application, and those skilled in the art can design alternative embodiments without departing from the scope of the appended claims. In the claims, any reference signs placed between parentheses should not be constructed as a limitation to the claims. The application can be realized by means of hardware including several different elements and by means of a suitably programmed computer. In the unit claims listing several devices, several of these devices may be embodied in the same hardware item. The use of the words first, second, and third, etc. do not indicate any order. These words can be interpreted as names.
以上所述,仅为本申请的具体实施方式或对具体实施方式的说明,本申请的保护范围并不局限于此,任何熟悉本技术领域的技术人员在本申请揭露的技术范围内,可轻易想到变化或替换,都应涵盖在本申请的保护范围之内。本申请的保护范围应以权利要求的保护范围为准。The above are only specific implementations of this application or descriptions of specific implementations. The scope of protection of this application is not limited to this. Anyone familiar with the technical field within the technical scope disclosed in this application can easily Any change or replacement should be covered within the scope of protection of this application. The protection scope of this application shall be subject to the protection scope of the claims.

Claims (42)

  1. 一种超声造影成像方法,其特征在于,所述方法包括:A contrast-enhanced ultrasound imaging method, characterized in that the method includes:
    控制超声探头向目标对象发射超声波,接收所述超声波的回波,并基于所述超声波的回波获取超声回波信号;Controlling the ultrasonic probe to transmit ultrasonic waves to the target object, receive the echo of the ultrasonic waves, and obtain ultrasonic echo signals based on the echo of the ultrasonic waves;
    基于所述超声回波信号获取至少两帧造影信号数据,其中,每帧造影信号数据用于生成一帧造影图像;Acquiring at least two frames of contrast signal data based on the ultrasound echo signal, wherein each frame of contrast signal data is used to generate one frame of contrast image;
    计算相邻两帧造影信号数据之间的信息差异,并计算所述信息差异与所述相邻两帧造影信号数据中的一帧造影信号数据之间的关系;Calculating the information difference between two adjacent frames of contrast signal data, and calculating the relationship between the information difference and one frame of contrast signal data in the two adjacent frames of contrast signal data;
    基于所述关系将所述一帧造影信号数据进行区域划分,并对不同区域的造影信号数据采用不同的抑制因子进行处理;以及Divide the one frame of contrast signal data into regions based on the relationship, and use different suppression factors to process the contrast signal data in different regions; and
    基于经处理的所述一帧造影信号数据生成造影图像。A contrast image is generated based on the processed one frame of contrast signal data.
  2. 根据权利要求1所述的方法,其特征在于,所述相邻两帧造影信号数据包括前一帧造影信号数据和后一帧造影信号数据,The method according to claim 1, wherein the contrast signal data of two adjacent frames comprises contrast signal data of the previous frame and contrast signal data of the next frame,
    所述计算相邻两帧造影信号数据之间的信息差异,包括:计算所述后一帧造影信号数据与所述前一帧造影信号数据的前向差分结果;The calculating the information difference between the contrast signal data of two adjacent frames includes: calculating the forward difference result of the contrast signal data of the next frame and the contrast signal data of the previous frame;
    所述计算所述信息差异与所述相邻两帧造影信号数据中的一帧造影信号数据之间的关系,包括:计算所述前向差分结果与所述前一帧造影信号数据的大小关系。The calculating the relationship between the information difference and the contrast signal data of one frame of the contrast signal data of the two adjacent frames includes: calculating the magnitude relationship between the forward difference result and the contrast signal data of the previous frame .
  3. 根据权利要求1所述的方法,其特征在于,所述相邻两帧造影信号数据包括前一帧造影信号数据和后一帧造影信号数据,The method according to claim 1, wherein the contrast signal data of two adjacent frames comprises contrast signal data of the previous frame and contrast signal data of the next frame,
    所述计算相邻两帧造影信号数据之间的信息差异,包括:计算所述前一帧造影信号数据与所述后一帧造影信号数据的后向差分结果;The calculating the information difference between the contrast signal data of two adjacent frames includes: calculating the backward difference result of the contrast signal data of the previous frame and the contrast signal data of the next frame;
    所述计算所述信息差异与所述相邻两帧造影信号数据中的一帧造影信号数据之间的关系,包括:计算所述后向差分结果与所述后一帧造影信号数据的大小关系。The calculating the relationship between the information difference and the contrast signal data of one frame of the contrast signal data of the two adjacent frames includes: calculating the magnitude relationship between the backward difference result and the contrast signal data of the next frame .
  4. 根据权利要求1-3中的任一项所述的方法,其特征在于,基于所述超声回波信号获取的造影信号数据为对所述超声回波信号至少进行波束合成处理后得到的造影信号数据,所述相邻两帧造影信号数据之间的信息差异包括幅度差异、相位差异或频率差异。The method according to any one of claims 1 to 3, wherein the contrast signal data obtained based on the ultrasound echo signal is a contrast signal obtained after at least beam synthesis processing is performed on the ultrasound echo signal Data, the information difference between the contrast signal data of two adjacent frames includes an amplitude difference, a phase difference or a frequency difference.
  5. 根据权利要求1-3中的任一项所述的方法,其特征在于,基于所述 超声回波信号获取的造影信号数据为对所述超声回波信号至少进行模数转换处理后得到的造影信号数据,所述相邻两帧造影信号数据之间的信息差异包括幅度差异。The method according to any one of claims 1 to 3, wherein the contrast signal data obtained based on the ultrasound echo signal is a contrast signal obtained after at least an analog-to-digital conversion process is performed on the ultrasound echo signal. Signal data, the information difference between the contrast signal data of two adjacent frames includes amplitude difference.
  6. 根据权利要求4或5所述的方法,其特征在于,计算相邻两帧造影信号数据之间的幅度差异,并计算所述幅度差异与所述相邻两帧造影信号数据中的一帧造影信号数据之间的关系,包括:The method according to claim 4 or 5, characterized in that the amplitude difference between two adjacent frames of contrast signal data is calculated, and the amplitude difference is calculated as compared with one frame of contrast signal data in the two adjacent frames of contrast signal data. The relationship between signal data includes:
    计算所述相邻两帧造影信号数据之间的差分数据,对所述差分数据和所述相邻两帧造影信号数据中的一帧造影信号数据分别进行包络检测,得到所述差分数据和所述一帧造影信号数据各自的幅度数据;Calculate the difference data between the two adjacent frames of contrast signal data, and perform envelope detection on the difference data and one frame of the contrast signal data of the two adjacent frames of contrast signal data, respectively, to obtain the difference data and Respective amplitude data of the one frame of contrast signal data;
    基于所述差分数据的幅度数据和所述一帧造影信号数据的幅度数据计算所述差分数据与所述一帧造影信号数据的幅度比值,得到所述差分数据与所述一帧造影信号数据之间的关系结果。Based on the amplitude data of the differential data and the amplitude data of the one frame of contrast signal data, the amplitude ratio between the differential data and the one frame of contrast signal data is calculated to obtain the difference between the differential data and the one frame of contrast signal data. The relationship between the results.
  7. 根据权利要求6所述的方法,其特征在于,所述方法还包括:The method according to claim 6, wherein the method further comprises:
    对所述包络检测之后得到的结果进行对数压缩,基于所述幅度比值将所述一帧造影信号数据进行区域划分时是基于经对数压缩的幅度比值。Log compression is performed on the result obtained after the envelope detection, and the area division of the one frame of contrast signal data based on the amplitude ratio is based on the logarithmically compressed amplitude ratio.
  8. 根据权利要求4或5所述的方法,其特征在于,计算相邻两帧造影信号数据之间的幅度差异,并计算所述幅度差异与所述相邻两帧造影信号数据中的一帧造影信号数据之间的关系,包括:The method according to claim 4 or 5, characterized in that the amplitude difference between two adjacent frames of contrast signal data is calculated, and the amplitude difference is calculated as compared with one frame of contrast signal data in the two adjacent frames of contrast signal data. The relationship between signal data includes:
    计算所述相邻两帧造影信号数据之间的差分数据,对所述差分数据与所述一帧造影信号数据求比值;Calculating the difference data between the contrast signal data of the two adjacent frames, and calculating the ratio of the difference data to the contrast signal data of the one frame;
    对所述比值进行包络检测,得到所述差分数据与所述一帧造影信号数据的幅度比值,作为所述差分数据与所述一帧造影信号数据之间的关系结果。Envelope detection is performed on the ratio to obtain the amplitude ratio of the difference data to the one frame of contrast signal data as a result of the relationship between the difference data and the one frame of contrast signal data.
  9. 根据权利要求4所述的方法,其特征在于,计算相邻两帧造影信号数据之间的相位差异,并计算所述相位差异与所述相邻两帧造影信号数据中的一帧造影信号数据之间的关系,包括:The method according to claim 4, wherein the phase difference between two adjacent frames of contrast signal data is calculated, and the phase difference is calculated from one frame of contrast signal data in the two adjacent frames of contrast signal data The relationship between, including:
    计算所述相邻两帧造影信号数据之间的差分数据,并计算所述差分数据和所述一帧造影信号数据各自的相位数据;Calculating the difference data between the two adjacent frames of contrast signal data, and calculating the respective phase data of the difference data and the one frame of contrast signal data;
    基于所述差分数据的相位数据和所述一帧造影信号数据的相位数据计算所述差分数据与所述一帧造影信号数据的相位差值,得到所述差分数 据与所述一帧造影信号数据之间的关系结果。Calculate the phase difference between the differential data and the one frame of contrast signal data based on the phase data of the differential data and the phase data of the one frame of contrast signal data to obtain the differential data and the one frame of contrast signal data The relationship between the results.
  10. 根据权利要求4所述的方法,其特征在于,计算相邻两帧造影信号数据之间的相位差异,并计算所述相位差异与所述相邻两帧造影信号数据中的一帧造影信号数据之间的关系,包括:The method according to claim 4, wherein the phase difference between two adjacent frames of contrast signal data is calculated, and the phase difference is calculated from one frame of contrast signal data in the two adjacent frames of contrast signal data The relationship between, including:
    计算所述相邻两帧造影信号数据之间的差分数据,对所述差分数据与所述一帧造影信号数据求比值;Calculating the difference data between the contrast signal data of the two adjacent frames, and calculating the ratio of the difference data to the contrast signal data of the one frame;
    对所述比值进行辐角检测,得到所述差分数据与所述一帧造影信号数据的相位差值,作为所述差分数据与所述一帧造影信号数据之间的关系结果。Argument detection is performed on the ratio to obtain a phase difference value between the difference data and the one frame of contrast signal data as a result of the relationship between the difference data and the one frame of contrast signal data.
  11. 根据权利要求6-10中的任一项所述的方法,其特征在于,所述差分数据包括第一矩阵,所述一帧造影信号数据包括第二矩阵,所述基于所述关系将所述一帧造影信号数据进行区域划分,包括:The method according to any one of claims 6-10, wherein the difference data includes a first matrix, the one frame of contrast signal data includes a second matrix, and the difference data includes a second matrix based on the relationship. One frame of contrast signal data is divided into areas, including:
    确定所述第一矩阵中的数据点与所述第二矩阵中的相应位置处的数据点的关系结果所属的数值区间;Determining a numerical interval to which a result of a relationship between a data point in the first matrix and a data point at a corresponding position in the second matrix belongs;
    基于所述关系结果所属的数值区间将所述第二矩阵中的所述相应位置处的数据点划分为属于相应的区域。The data points at the corresponding positions in the second matrix are divided into corresponding regions based on the numerical interval to which the relationship result belongs.
  12. 根据权利要求11所述的方法,其特征在于,所述数值区间是基于一个或更多个预设阈值来确定的。The method according to claim 11, wherein the numerical interval is determined based on one or more preset thresholds.
  13. 根据权利要求12所述的方法,其特征在于,所述数值区间是基于一个预设阈值T确定的,所述数值区间包括第一数值区间和第二数值区间,所述第一数值区间为(0,T],所述第二数值区间为(T,1];The method according to claim 12, wherein the numerical interval is determined based on a preset threshold T, the numerical interval includes a first numerical interval and a second numerical interval, and the first numerical interval is ( 0,T], the second numerical interval is (T,1];
    当所述第一矩阵中的任一数据点与所述第二矩阵中的相应位置处的数据点的关系结果属于所述第一数值区间时,将所述第二矩阵中的相应位置处的数据点划分为近场残留区域中的数据点,所述近场残留区域中的数据点采用第一抑制因子进行处理;When the result of the relationship between any data point in the first matrix and the data point at the corresponding position in the second matrix belongs to the first numerical interval, the data point at the corresponding position in the second matrix is The data points are divided into data points in the near-field residual area, and the data points in the near-field residual area are processed by the first suppression factor;
    当所述第一矩阵中的任一数据点与所述第二矩阵中的相应位置处的数据点的关系结果属于所述第二数值区间时,将所述第二矩阵中的相应位置处的数据点划分为中场残留区域中的数据点,所述中场残留区域中的数据点采用第二抑制因子进行处理,所述第一抑制因子的抑制作用大于所述第二抑制因子的抑制作用。When the result of the relationship between any data point in the first matrix and the data point at the corresponding position in the second matrix belongs to the second numerical interval, the data point at the corresponding position in the second matrix is The data points are divided into data points in the midfield residual area, and the data points in the midfield residual area are processed by a second suppression factor, and the suppression effect of the first suppression factor is greater than the suppression effect of the second suppression factor .
  14. 根据权利要求13所述的方法,其特征在于,所述数值区间还包括第三数值区间,所述第三数值区间为(-∞,0]∪(1,+∞];The method according to claim 13, wherein the numerical interval further comprises a third numerical interval, and the third numerical interval is (-∞,0]∪(1,+∞);
    当所述第一矩阵中的任一数据点与所述第二矩阵中的相应位置处的数据点的关系结果属于所述第三数值区间时,将所述第二矩阵中的相应位置处的数据点划分为噪声区域中的数据点,所述噪声区域中的数据点采用第三抑制因子进行处理,所述第三抑制因子的抑制作用小于所述第二抑制因子的抑制作用,其中所述第三抑制因子等于1。When the result of the relationship between any data point in the first matrix and the data point at the corresponding position in the second matrix belongs to the third numerical interval, the data point at the corresponding position in the second matrix is The data points are divided into data points in a noise area, and the data points in the noise area are processed by a third suppression factor, and the suppression effect of the third suppression factor is smaller than that of the second suppression factor, wherein the The third suppression factor is equal to 1.
  15. 一种超声造影成像方法,其特征在于,所述方法包括:A contrast-enhanced ultrasound imaging method, characterized in that the method includes:
    控制超声探头向目标对象发射超声波,接收所述超声波的回波,并基于所述超声波的回波获取超声回波信号;Controlling the ultrasonic probe to transmit ultrasonic waves to the target object, receive the echo of the ultrasonic waves, and obtain ultrasonic echo signals based on the echo of the ultrasonic waves;
    基于所述超声回波信号获取造影信号数据,并基于所述造影信号数据生成造影图像;Acquiring contrast signal data based on the ultrasound echo signal, and generating a contrast image based on the contrast signal data;
    获取至少两帧造影图像,计算相邻两帧造影图像之间的信息差异,并计算所述信息差异与所述相邻两帧造影图像中的一帧造影图像之间的关系;以及Acquiring at least two frames of contrast images, calculating the information difference between two adjacent frames of contrast images, and calculating the relationship between the information difference and one of the two adjacent frames of contrast images; and
    基于所述关系将所述一帧造影图像进行区域划分,并对所述一帧造影图像的不同区域采用不同的抑制因子进行处理。Based on the relationship, the one frame of contrast image is divided into regions, and different regions of the one frame of contrast image are processed with different suppression factors.
  16. 根据权利要求15所述的方法,其特征在于,所述相邻两帧造影图像包括前一帧造影图像和后一帧造影图像,The method according to claim 15, wherein the two adjacent frames of contrast image include a previous frame of contrast image and a subsequent frame of contrast image,
    所述计算相邻两帧造影图像之间的信息差异,包括:计算所述后一帧造影图像与所述前一帧造影图像的前向差分结果;The calculating the information difference between two adjacent frames of contrast images includes: calculating a forward difference result of the contrast image of the next frame and the contrast image of the previous frame;
    所述计算所述信息差异与所述相邻两帧造影图像中的一帧造影图像之间的关系,包括:计算所述前向差分结果与所述前一帧造影图像的灰度比值。The calculating the relationship between the information difference and a contrast image of the two adjacent frames of contrast image includes: calculating the gray ratio of the result of the forward difference to the contrast image of the previous frame.
  17. 根据权利要求15所述的方法,其特征在于,所述相邻两帧造影图像包括前一帧造影图像和后一帧造影图像,The method according to claim 15, wherein the two adjacent frames of contrast image include a previous frame of contrast image and a subsequent frame of contrast image,
    所述计算相邻两帧造影图像之间的信息差异,包括:计算所述前一帧造影图像与所述后一帧造影图像的后向差分结果;The calculating the information difference between two adjacent frames of contrast images includes: calculating a backward difference result of the contrast image of the previous frame and the contrast image of the next frame;
    所述计算所述信息差异与所述相邻两帧造影图像中的一帧造影图像之间的关系,包括:计算所述后向差分结果与所述后一帧造影图像的灰度 比值。The calculating the relationship between the information difference and one frame of the contrast image of the two adjacent frames of contrast image includes: calculating the gray scale ratio of the backward difference result to the next frame of contrast image.
  18. 根据权利要求15-17中的任一项所述的方法,其特征在于,所述信息差异包括第一矩阵,所述一帧造影图像包括第二矩阵,所述基于所述关系将所述一帧造影图像进行区域划分,包括:The method according to any one of claims 15-17, wherein the information difference comprises a first matrix, the one frame of angiographic image comprises a second matrix, and the one is divided based on the relationship Frame the contrast image for regional division, including:
    确定所述第一矩阵中的数据点与所述第二矩阵中的相应位置处的数据点的灰度比值所属的数值区间;Determining the numerical interval to which the gray scale ratio of the data point in the first matrix and the data point at the corresponding position in the second matrix belongs;
    基于所述灰度比值所属的数值区间将所述第二矩阵中的所述相应位置处的数据点划分为属于相应的区域。The data points at the corresponding positions in the second matrix are divided into corresponding regions based on the numerical interval to which the gray-scale ratio belongs.
  19. 根据权利要求18所述的方法,其特征在于,所述数值区间是基于一个或更多个预设阈值来确定的。The method according to claim 18, wherein the numerical interval is determined based on one or more preset thresholds.
  20. 根据权利要求19所述的方法,其特征在于,所述数值区间包括基于所述预设阈值确定的第一数值区间和第二数值区间;所述第一数值区间对应第一区域,所述第二数值区间对应第二区域,且所述第一区域中的组织残留多于所述第二区域中的组织残留;The method according to claim 19, wherein the numerical interval comprises a first numerical interval and a second numerical interval determined based on the preset threshold; the first numerical interval corresponds to the first region, and the first numerical interval The two-value interval corresponds to the second area, and the tissue residue in the first area is more than the tissue residue in the second area;
    当所述第一矩阵中的任一数据点与所述第二矩阵中的相应位置处的数据点的灰度比值属于所述第一数值区间时,对所述第一区域中的数据点采用第一抑制因子进行处理;When the gray scale ratio of any data point in the first matrix to the data point at the corresponding position in the second matrix belongs to the first numerical interval, the data point in the first region is used The first inhibitor is processed;
    当所述第一矩阵中的任一数据点与所述第二矩阵中的相应位置处的数据点的灰度比值属于所述第二数值区间时,对所述第二区域中的数据点采用第二抑制因子进行处理,所述第一抑制因子的抑制作用大于所述第二抑制因子的抑制作用。When the grayscale ratio of any data point in the first matrix to the data point at the corresponding position in the second matrix belongs to the second numerical interval, the data point in the second region is used The second inhibitory factor is processed, and the inhibitory effect of the first inhibitory factor is greater than the inhibitory effect of the second inhibitory factor.
  21. 根据权利要求20所述的方法,其特征在于,所述第一区域为近场残留区域,所述第二区域为中场残留区域。22. The method of claim 20, wherein the first area is a near-field residual area, and the second area is a mid-field residual area.
  22. 根据权利要求20或21所述的方法,其特征在于,所述数值区间还包括对应噪声区域的第三数值区间;The method according to claim 20 or 21, wherein the numerical interval further comprises a third numerical interval corresponding to the noise area;
    当所述第一矩阵中的任一数据点与所述第二矩阵中的相应位置处的数据点的灰度比值属于所述第三数值区间时,对所述噪声区域中的数据点采用第三抑制因子进行处理,所述第三抑制因子的抑制作用小于所述第二抑制因子的抑制作用。When the gray scale ratio of any data point in the first matrix to the data point at the corresponding position in the second matrix belongs to the third numerical interval, the first data point in the noise region is adopted. Three inhibitory factors are processed, and the inhibitory effect of the third inhibitory factor is less than the inhibitory effect of the second inhibitory factor.
  23. 根据权利要求22所述的方法,其特征在于,所述第三抑制因子 等于1。The method of claim 22, wherein the third suppression factor is equal to one.
  24. 一种超声造影成像装置,其特征在于,所述装置包括超声探头、发射/接收序列控制器和处理器,其中,An ultrasound contrast imaging device, characterized in that the device includes an ultrasound probe, a transmitting/receiving sequence controller, and a processor, wherein,
    所述发射/接收序列控制器用于:激励所述超声探头向目标对象发射超声波,接收所述超声波的回波,基于所述超声波的回波获取超声回波信号;The transmitting/receiving sequence controller is used to excite the ultrasonic probe to transmit ultrasonic waves to a target object, receive echoes of the ultrasonic waves, and obtain ultrasonic echo signals based on the echoes of the ultrasonic waves;
    所述处理器用于执行权利要求1-23中的任一项所述的超声造影成像方法。The processor is configured to execute the ultrasound contrast imaging method according to any one of claims 1-23.
  25. 一种超声造影成像方法,其特征在于,所述方法包括:A contrast-enhanced ultrasound imaging method, characterized in that the method includes:
    获取至少两帧造影数据;Obtain at least two frames of contrast data;
    计算相邻两帧造影数据之间的信息差异,并计算所述信息差异与所述相邻两帧造影数据中的一帧造影数据之间的关系;Calculating the information difference between two adjacent frames of contrast data, and calculating the relationship between the information difference and one frame of contrast data in the two adjacent frames of contrast data;
    基于所述关系将所述一帧造影数据进行分类,并基于所述分类的结果对所述一帧造影数据的至少部分数据进行抑制处理。The one frame of contrast data is classified based on the relationship, and at least part of the one frame of contrast data is suppressed based on a result of the classification.
  26. 根据权利要求25所述的方法,其特征在于,所述相邻两帧造影数据包括前一帧造影数据和后一帧造影数据,The method according to claim 25, wherein the contrast data of two adjacent frames comprise contrast data of the previous frame and contrast data of the next frame,
    所述计算相邻两帧造影数据之间的信息差异,包括:计算所述后一帧造影数据与所述前一帧造影数据的前向差分结果;The calculating the information difference between the contrast data of two adjacent frames includes: calculating a forward difference result of the contrast data of the next frame and the contrast data of the previous frame;
    所述计算所述信息差异与所述相邻两帧造影数据中的一帧造影数据之间的关系,包括:计算所述前向差分结果与所述前一帧造影数据的大小关系。The calculating the relationship between the information difference and one frame of contrast data in the two adjacent frames of contrast data includes: calculating the magnitude relationship between the forward difference result and the previous frame of contrast data.
  27. 根据权利要求25所述的方法,其特征在于,所述相邻两帧造影数据包括前一帧造影数据和后一帧造影数据,The method according to claim 25, wherein the contrast data of two adjacent frames comprise contrast data of the previous frame and contrast data of the next frame,
    所述计算相邻两帧造影数据之间的信息差异,包括:计算所述前一帧造影数据与所述后一帧造影数据的后向差分结果;The calculating the information difference between the contrast data of two adjacent frames includes: calculating the backward difference result of the contrast data of the previous frame and the contrast data of the next frame;
    所述计算所述信息差异与所述相邻两帧造影数据中的一帧造影数据之间的关系,包括:计算所述后向差分结果与所述后一帧造影数据的大小关系。The calculating the relationship between the information difference and one frame of contrast data in the two adjacent frames of contrast data includes: calculating the magnitude relationship between the backward difference result and the next frame of contrast data.
  28. 根据权利要求25-27中的任一项所述的方法,其特征在于,所述相邻两帧造影数据之间的信息差异包括幅度差异、相位差异或频率差异。The method according to any one of claims 25-27, wherein the information difference between the contrast data of two adjacent frames includes an amplitude difference, a phase difference or a frequency difference.
  29. 根据权利要求28所述的方法,其特征在于,相邻两帧造影数据 之间的信息差异为幅度差异时,所述计算相邻两帧造影数据之间的幅度差异,并计算所述幅度差异与所述相邻两帧造影数据中的一帧造影数据之间的关系,包括:The method according to claim 28, wherein when the information difference between two adjacent frames of contrast data is an amplitude difference, the calculating the amplitude difference between two adjacent frames of contrast data, and calculating the amplitude difference The relationship with one frame of contrast data in the two adjacent frames of contrast data includes:
    计算所述相邻两帧造影数据之间的差分数据,并计算所述差分数据和所述一帧造影数据各自的幅度数据;Calculating the difference data between the two adjacent frames of contrast data, and calculating the respective amplitude data of the difference data and the one frame of contrast data;
    基于所述差分数据的幅度数据和所述一帧造影数据的幅度数据计算所述差分数据与所述一帧造影数据的幅度比值,得到所述差分数据与所述一帧造影数据之间的关系结果。Calculate the amplitude ratio of the differential data and the one frame of contrast data based on the amplitude data of the differential data and the amplitude data of the one frame of contrast data to obtain the relationship between the differential data and the one frame of contrast data result.
  30. 根据权利要求28所述的方法,其特征在于,相邻两帧造影数据之间的信息差异为幅度差异时,所述计算相邻两帧造影数据之间的幅度差异,并计算所述幅度差异与所述相邻两帧造影数据中的一帧造影数据之间的关系,包括:The method according to claim 28, wherein when the information difference between two adjacent frames of contrast data is an amplitude difference, the calculating the amplitude difference between two adjacent frames of contrast data, and calculating the amplitude difference The relationship with one frame of contrast data in the two adjacent frames of contrast data includes:
    计算所述相邻两帧造影数据之间的差分数据,对所述差分数据与所述一帧造影数据求比值;Calculating the difference data between the two adjacent frames of contrast data, and calculating the ratio of the difference data to the one frame of contrast data;
    对所述比值进行幅度求解得到所述差分数据与所述一帧造影数据的幅度比值,作为所述差分数据与所述一帧造影数据之间的关系结果。Solving the magnitude of the ratio to obtain the magnitude ratio of the difference data to the one frame of contrast data is used as a result of the relationship between the difference data and the one frame of contrast data.
  31. 根据权利要求28所述的方法,其特征在于,相邻两帧造影数据之间的信息差异为相位差异时,所述计算相邻两帧造影数据之间的相位差异,并计算所述相位差异与所述相邻两帧造影数据中的一帧造影数据之间的关系,包括:28. The method according to claim 28, wherein when the information difference between two adjacent frames of contrast data is a phase difference, said calculating the phase difference between two adjacent frames of contrast data, and calculating the phase difference The relationship with one frame of contrast data in the two adjacent frames of contrast data includes:
    计算所述相邻两帧造影数据之间的差分数据,并计算所述差分数据和所述一帧造影数据各自的相位数据;Calculating the difference data between the two adjacent frames of contrast data, and calculating the respective phase data of the difference data and the one frame of contrast data;
    基于所述差分数据的相位数据和所述一帧造影数据的相位数据计算所述差分数据与所述一帧造影数据的相位差值,得到所述差分数据与所述一帧造影数据之间的关系结果。Calculate the phase difference between the differential data and the one frame of contrast data based on the phase data of the differential data and the phase data of the one frame of contrast data to obtain the difference between the differential data and the one frame of contrast data Relationship result.
  32. 根据权利要求28所述的方法,其特征在于,相邻两帧造影数据之间的信息差异为相位差异时,所述计算相邻两帧造影数据之间的相位差异,并计算所述相位差异与所述相邻两帧造影数据中的一帧造影数据之间的关系,包括:28. The method according to claim 28, wherein when the information difference between two adjacent frames of contrast data is a phase difference, said calculating the phase difference between two adjacent frames of contrast data, and calculating the phase difference The relationship with one frame of contrast data in the two adjacent frames of contrast data includes:
    计算所述相邻两帧造影数据之间的差分数据,对所述差分数据与所述 一帧造影数据求比值;Calculating the difference data between the two adjacent frames of contrast data, and calculating the ratio of the difference data to the one frame of contrast data;
    对所述比值进行相位求解,得到所述差分数据与所述一帧造影数据的相位差值,作为所述差分数据与所述一帧造影数据之间的关系结果。A phase solution is performed on the ratio to obtain a phase difference value between the difference data and the one frame of contrast data as a result of the relationship between the difference data and the one frame of contrast data.
  33. 根据权利要求29-32中的任一项所述的方法,其特征在于,所述差分数据包括第一矩阵,所述一帧造影数据包括第二矩阵,所述基于所述关系将所述一帧造影数据进行分类,包括:The method according to any one of claims 29-32, wherein the difference data includes a first matrix, the one frame of contrast data includes a second matrix, and the one frame is divided based on the relationship. Frame angiography data is classified, including:
    确定所述第一矩阵中的数据点与所述第二矩阵中的相应位置处的数据点的关系结果所属的数值区间;Determining a numerical interval to which a result of a relationship between a data point in the first matrix and a data point at a corresponding position in the second matrix belongs;
    基于所述关系结果所属的数值区间将所述第二矩阵中的所述相应位置处的数据点划分为属于相应的类别。The data points at the corresponding positions in the second matrix are classified as belonging to corresponding categories based on the numerical interval to which the relationship result belongs.
  34. 根据权利要求25-33中的任一项所述的方法,其特征在于,所述基于所述分类的结果对所述一帧造影数据中的至少部分数据进行抑制处理,包括:The method according to any one of claims 25-33, wherein the suppressing processing on at least part of the data in the one frame of contrast data based on the result of the classification comprises:
    基于所述分类的结果确定所述一帧造影数据中需要进行抑制处理的数据;Determine, based on the result of the classification, data that needs to be suppressed in the one frame of contrast data;
    对于所述需要进行抑制处理的数据中不同类别的数据采用不同的抑制因子进行处理。Different types of data in the data to be suppressed are processed by using different suppression factors.
  35. 根据权利要求33或34所述的方法,其特征在于,所述数值区间是基于一个或更多个预设阈值来确定的。The method according to claim 33 or 34, wherein the numerical interval is determined based on one or more preset thresholds.
  36. 根据权利要求35所述的方法,其特征在于,所述数值区间包括基于所述预设阈值确定的第一数值区间和第二数值区间;所述第一数值区间对应第一类别数据点,所述第二数值区间对应第二类别数据点,且所述第一类别数据点处的组织残留强于所述第二类别数据点处的组织残留;The method according to claim 35, wherein the numerical interval comprises a first numerical interval and a second numerical interval determined based on the preset threshold; the first numerical interval corresponds to a first type of data point, so The second numerical interval corresponds to a second type of data point, and the tissue residue at the first type data point is stronger than the tissue residue at the second type data point;
    当所述第一矩阵中的任一数据点与所述第二矩阵中的相应位置处的数据点的关系结果属于所述第一数值区间时,将所述第二矩阵中的相应位置处的数据点划分为第一类别数据点;When the result of the relationship between any data point in the first matrix and the data point at the corresponding position in the second matrix belongs to the first numerical interval, the data point at the corresponding position in the second matrix is Data points are classified into the first category of data points;
    当所述第一矩阵中的任一数据点与所述第二矩阵中的相应位置处的数据点的关系结果属于所述第二数值区间时,将所述第二矩阵中的相应位置处的数据点划分为第二类别数据点;When the result of the relationship between any data point in the first matrix and the data point at the corresponding position in the second matrix belongs to the second numerical interval, the data point at the corresponding position in the second matrix is Data points are divided into second category data points;
    采用第一抑制因子对所述第一类别数据点进行处理,采用第二抑制因 子对所述第二类别数据点进行处理,所述第一抑制因子的抑制作用大于所述第二抑制因子的抑制作用。The first inhibitory factor is used to process the first category of data points, and the second inhibitory factor is used to process the second category of data points. The inhibitory effect of the first inhibitory factor is greater than that of the second inhibitory factor effect.
  37. 一种超声造影成像方法,其特征在于,所述方法包括:A contrast-enhanced ultrasound imaging method, characterized in that the method includes:
    控制超声探头向目标对象发射超声波,接收所述超声波的回波,并基于所述超声波的回波获取超声回波信号;Controlling the ultrasonic probe to transmit ultrasonic waves to the target object, receive the echo of the ultrasonic waves, and obtain ultrasonic echo signals based on the echo of the ultrasonic waves;
    基于所述超声回波信号获取至少两帧造影信号数据,其中,每帧造影信号数据用于生成一帧造影图像;Acquiring at least two frames of contrast signal data based on the ultrasound echo signal, wherein each frame of contrast signal data is used to generate one frame of contrast image;
    计算相邻两帧造影信号数据之间的信息差异,并计算所述信息差异与所述相邻两帧造影信号数据中的一帧造影信号数据之间的关系;Calculating the information difference between two adjacent frames of contrast signal data, and calculating the relationship between the information difference and one frame of contrast signal data in the two adjacent frames of contrast signal data;
    基于所述关系将所述一帧造影信号数据进行分类,并基于所述分类的结果对所述一帧造影信号数据的至少部分数据进行抑制处理;以及Classifying the one frame of contrast signal data based on the relationship, and performing suppression processing on at least part of the one frame of contrast signal data based on the result of the classification; and
    基于经处理的所述一帧造影信号数据生成造影图像。A contrast image is generated based on the processed one frame of contrast signal data.
  38. 根据权利要求37所述的方法,其特征在于,所述获取的造影信号数据为基带数据,所述相邻两帧造影信号数据之间的信息差异包括幅度差异、相位差异或频率差异。The method according to claim 37, wherein the acquired contrast signal data is baseband data, and the information difference between the contrast signal data of two adjacent frames includes an amplitude difference, a phase difference or a frequency difference.
  39. 一种超声造影成像方法,其特征在于,所述方法包括:A contrast-enhanced ultrasound imaging method, characterized in that the method includes:
    控制超声探头向目标对象发射超声波,接收所述超声波的回波,并基于所述超声波的回波获取超声回波信号;Controlling the ultrasonic probe to transmit ultrasonic waves to the target object, receive the echo of the ultrasonic waves, and obtain ultrasonic echo signals based on the echo of the ultrasonic waves;
    基于所述超声回波信号获取造影信号数据,并基于所述造影信号数据生成造影图像;Acquiring contrast signal data based on the ultrasound echo signal, and generating a contrast image based on the contrast signal data;
    计算相邻两帧造影图像之间的信息差异,并计算所述信息差异与所述相邻两帧造影图像中的一帧造影图像之间的关系;以及Calculate the information difference between two adjacent frames of contrast images, and calculate the relationship between the information difference and one of the two adjacent frames of contrast images; and
    基于所述关系将所述一帧造影图像进行分类,并基于所述分类的结果对至少部分的所述一帧造影图像进行抑制处理。The one-frame contrast image is classified based on the relationship, and at least part of the one-frame contrast image is suppressed based on the classification result.
  40. 根据权利要求39所述的方法,其特征在于,所述计算相邻两帧造影图像之间的信息差异,包括:计算相邻两帧造影图像之间的灰度差分结果;The method according to claim 39, wherein the calculating the information difference between two adjacent frames of contrast images comprises: calculating a gray difference result between two adjacent frames of contrast images;
    所述计算所述信息差异与所述相邻两帧造影图像中的一帧造影图像之间的关系,包括:计算所述灰度差分结果与所述相邻两帧造影图像中的一帧造影图像之间的灰度比值。The calculating the relationship between the information difference and one frame of the contrast image of the two adjacent frames of contrast image includes: calculating the gray difference result and one frame of the contrast image of the two adjacent frames of contrast image The ratio of gray levels between images.
  41. 一种超声造影成像装置,其特征在于,所述装置包括超声探头、发射/接收序列控制器和处理器,其中:An ultrasound contrast imaging device, characterized in that the device includes an ultrasound probe, a transmitting/receiving sequence controller and a processor, wherein:
    所述发射/接收序列控制器用于:激励所述超声探头向目标对象发射超声波,接收所述超声波的回波,基于所述超声波的回波获取超声回波信号;The transmitting/receiving sequence controller is used to excite the ultrasonic probe to transmit ultrasonic waves to a target object, receive echoes of the ultrasonic waves, and obtain ultrasonic echo signals based on the echoes of the ultrasonic waves;
    所述处理器用于:基于所述超声回波信号获取至少两帧造影数据;计算相邻两帧造影数据之间的信息差异,并计算所述信息差异与所述相邻两帧造影数据中的一帧造影数据之间的关系;基于所述关系将所述一帧造影数据进行分类,并基于所述分类的结果对所述一帧造影数据的至少部分数据进行抑制处理。The processor is configured to: obtain at least two frames of contrast data based on the ultrasound echo signal; calculate the information difference between two adjacent frames of contrast data, and calculate the difference between the information difference and the contrast data of the two adjacent frames The relationship between one frame of contrast data; the one frame of contrast data is classified based on the relationship, and at least part of the one frame of contrast data is suppressed based on the result of the classification.
  42. 一种存储介质,其特征在于,所述存储介质上存储有计算机程序,所述计算机程序在运行时执行如权利要求1-23以及25-40中的任一项所述的超声造影成像方法。A storage medium, characterized in that a computer program is stored on the storage medium, and the computer program executes the ultrasound contrast imaging method according to any one of claims 1-23 and 25-40 during operation.
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