WO2021087687A1 - Ultrasonic image analyzing method, ultrasonic imaging system and computer storage medium - Google Patents

Ultrasonic image analyzing method, ultrasonic imaging system and computer storage medium Download PDF

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Publication number
WO2021087687A1
WO2021087687A1 PCT/CN2019/115420 CN2019115420W WO2021087687A1 WO 2021087687 A1 WO2021087687 A1 WO 2021087687A1 CN 2019115420 W CN2019115420 W CN 2019115420W WO 2021087687 A1 WO2021087687 A1 WO 2021087687A1
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Prior art keywords
lung
ultrasound
scoring
score
displayed
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PCT/CN2019/115420
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French (fr)
Chinese (zh)
Inventor
王勃
刘硕
黄云霞
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深圳迈瑞生物医疗电子股份有限公司
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Application filed by 深圳迈瑞生物医疗电子股份有限公司 filed Critical 深圳迈瑞生物医疗电子股份有限公司
Priority to CN201980100370.3A priority Critical patent/CN114375179A/en
Priority to PCT/CN2019/115420 priority patent/WO2021087687A1/en
Publication of WO2021087687A1 publication Critical patent/WO2021087687A1/en

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    • AHUMAN NECESSITIES
    • A61MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61BDIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B8/00Diagnosis using ultrasonic, sonic or infrasonic waves
    • A61B8/08Detecting organic movements or changes, e.g. tumours, cysts, swellings
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06TIMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00Image analysis

Definitions

  • This application relates to the technical field of ultrasound imaging, and more specifically to an ultrasound image analysis method, an ultrasound imaging system, and a computer storage medium.
  • ultrasound technology has become one of the most widely used and most frequently used examination methods due to its high reliability, fast and convenient, real-time imaging, and repeatable examination.
  • the development of new ultrasound technology has further promoted the application of ultrasound imaging in clinical diagnosis and treatment.
  • lung ultrasonography pulmonary ultrasound imaging
  • Recognizing ultrasound signs can help to assist rapid diagnosis.
  • How to quickly and quantitatively assess the degree of pulmonary ventilation based on ultrasound signs and display and transmit the assessment results has increasingly important clinical significance.
  • traditional methods rely on manual statistics and evaluation, which is time-consuming and labor-intensive, and cannot visually display the evaluation results, which seriously affects the promotion and application of lung ultrasonography in the field of acute and severe diseases.
  • the first aspect of the embodiments of the present invention provides an ultrasound image analysis method, the method includes:
  • a lung ultra-score map is displayed on the display interface, the lung ultra-score map includes a lung graphic and an identifier displayed at each lung area of the lung graphic, and the identifier is used to characterize the scoring result of the corresponding lung area.
  • a second aspect of the embodiments of the present invention provides an ultrasound image analysis method, the method including:
  • An ultrasound scoring chart is displayed on the display interface, the ultrasound scoring chart includes a graph of the measured object and an identifier displayed at each area of the graph of the measured object, and the identifier is used to characterize the scoring result of the corresponding area .
  • a third aspect of the embodiments of the present invention provides an ultrasound imaging method, the method including:
  • the historical ultrasound scoring map including a graph of the object to be measured and identifications displayed in one or more regions of the graph of the object to be measured, the identifications being used to characterize the historical scoring;
  • the scanning instructions send ultrasonic waves to one or more areas of the measured object for scanning to obtain ultrasonic echo signals
  • the ultrasound echo signal is processed to obtain the current ultrasound image of the one or more regions.
  • a fourth aspect of the embodiments of the present invention provides an ultrasound imaging system, including:
  • a transmitting/receiving control circuit for stimulating the ultrasonic probe to transmit ultrasonic waves to a target object, and controlling the ultrasonic probe to receive ultrasonic echoes returned from the target object to obtain ultrasonic echo signals;
  • a memory for storing programs executed by the processor
  • the display is used to display a lung ultrasound scoring chart on a display interface.
  • the lung ultrasound scoring chart includes a lung graphic and an identifier displayed at each lung region of the lung graphic, and the identifier is used to characterize all of the corresponding lung regions. Describe the scoring results.
  • a fifth aspect of the embodiments of the present invention provides a computer storage medium on which a computer program is stored, and when the computer program is executed by a computer or a processor, the steps of the above-mentioned ultrasound image analysis method are realized.
  • each lung area is scored, and a lung ultrasound score map is generated and displayed based on the score result, so that the lung imaging result can be visualized Display and comparison, so that ultrasound imaging can better meet clinical needs.
  • Fig. 1 shows a schematic block diagram of an ultrasound imaging system according to an embodiment of the present invention
  • Fig. 2 shows a schematic flowchart of an ultrasound image analysis method according to an embodiment of the present invention
  • Figure 3a shows a lung ultrasound scoring chart according to an embodiment of the present invention
  • Fig. 3b shows a lung ultrasonography chart according to an embodiment of the present invention
  • Figure 4 shows another lung ultrasonography chart according to an embodiment of the present invention
  • Figure 5 shows a schematic diagram of a lung ultrasound report according to an embodiment of the present invention
  • FIG. 6 shows a schematic diagram of viewing an ultrasound image of the lung in a first form of lung ultrasound scoring map according to an embodiment of the present invention
  • FIG. 7 shows a schematic diagram of displaying multiple lung ultrasonography charts on a display interface according to an embodiment of the present invention
  • FIG. 8 shows a schematic diagram of selecting multiple lung ultrasonograms for comparative evaluation according to an embodiment of the present invention
  • FIG. 9 shows a schematic flowchart of an ultrasound image analysis method according to another embodiment of the present invention.
  • Fig. 10 shows a schematic flowchart of an ultrasound imaging method according to another embodiment of the present invention.
  • FIG. 1 shows a schematic structural block diagram of an ultrasound imaging system 100 according to an embodiment of the present invention.
  • the ultrasound imaging system 100 includes an ultrasound probe 110, a transmitting circuit 112, a receiving circuit 114, a beam combining circuit 116, a processor 118, a display 120, a transmitting/receiving selection switch 122 and a memory 124.
  • 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 ultrasound probe 110 generally includes an array of multiple array elements. Each time an ultrasonic wave is transmitted, all or some of the array elements of the ultrasonic probe 110 participate in the transmission of the ultrasonic wave. At this time, each of the array elements or parts of the array elements participating in the ultrasonic emission is excited by the emission pulse and emits ultrasonic waves respectively. The ultrasonic waves emitted by these array elements are superimposed during the propagation process to form the The synthetic ultrasonic beam of the target object, for example, the synthetic ultrasonic beam may be an ultrasonic wave emitted to the lungs of the target object (for example, a human body).
  • the transmitting circuit 112 transmits delayed-focused transmission pulses with a certain amplitude and polarity to the ultrasound probe 110 through the transmission/reception selection switch 122.
  • the ultrasonic probe 110 is excited by the transmitted pulse to transmit ultrasonic waves to the scanning target object, and after a certain delay, it receives the ultrasonic echo with the information of the scanning target reflected and/or scattered from the target area, and regenerates the ultrasonic echo. Converted into electrical signals.
  • the receiving circuit 114 receives the electrical signals converted and generated by the ultrasonic probe 110 to obtain ultrasonic echo signals, and sends these ultrasonic echo signals to the beam synthesis circuit 116.
  • the beam synthesis circuit 116 performs processing such as focus delay, weighting and channel summation on the ultrasonic echo signal, and then sends the ultrasonic echo signal to the processor 118 for related signal processing
  • the transmitting/receiving selection switch 122 may also be called a transmitting/receiving controller, which may include a transmitting controller and a receiving controller.
  • the transmitting controller is used to excite the ultrasonic probe 110 to transmit ultrasonic waves to a target object (such as a human body) via the transmitting circuit 112;
  • the receiving controller is used to receive the ultrasonic echo returned from the target object via the receiving circuit 114 through the ultrasonic probe 110.
  • the processor 118 may process the ultrasonic echo signal obtained based on the ultrasonic echo to obtain an ultrasonic image of the target object.
  • the ultrasonic echo signal undergoes beam synthesis processing through the beam synthesis circuit 116.
  • the ultrasound image obtained by the processor 118 may be stored in the memory 124. And, the ultrasound image may be displayed on the display 120.
  • the subsequent embodiments of this specification please refer to the subsequent embodiments of this specification.
  • the processor 118 may be a central processing unit (CPU), an image processing unit (GPU), an application specific integrated circuit (ASIC), a field programmable gate array (FPGA), or other forms of processing with data processing capabilities and/or instruction execution capabilities Unit, and can control other components in the ultrasound imaging system to perform desired functions.
  • the processor 118 can include one or more embedded processors, processor cores, microprocessors, logic circuits, hardware finite state machines (FSM), digital signal processors (DSP), image processing units (GPU), or Their combination.
  • the display 120 is connected to the processor 118, and the display 120 may be a touch screen, a liquid crystal display, etc.; or the display 120 may be an independent display device such as a liquid crystal display, a television, etc., independent of the ultrasound imaging system 100; or the display 120 may be Displays of electronic devices such as smartphones and tablets, etc. Wherein, the number of the display 120 may be one or more.
  • the display 120 can display the ultrasound image and the scoring result obtained by the processor 118.
  • the display 120 can also provide the user with a graphical interface for human-computer interaction while displaying the ultrasound image.
  • One or more controlled objects are set on the graphical interface, and the user can use the human-computer interaction device to input operation instructions to control these. Controlled object, so as to perform the corresponding control operation. For example, an icon is displayed on a graphical interface, and the icon can be operated using a human-computer interaction device to perform a specific function, such as the function of selecting a lung ultrasonography chart for comparison.
  • the ultrasound imaging system 100 may also include other human-computer interaction devices other than the display 120, which are connected to the processor 118.
  • the processor 118 may be connected to the human-computer interaction device through an external input/output port, and the external input
  • the output port can be a wireless communication module, a wired communication module, or a combination of the two.
  • the external input/output ports can also be implemented based on USB, bus protocols such as CAN, and/or wired network protocols.
  • the human-computer interaction device may include an input device for detecting user input information.
  • the input information may be, for example, a control instruction for the ultrasound transmission/reception timing, or an operation input instruction for editing and marking the ultrasound image. Or other instruction types can also be included.
  • the input device may include one or a combination of a keyboard, a mouse, a scroll wheel, a trackball, a mobile input device (such as a mobile device with a touch display screen, a mobile phone, etc.), a multi-function knob, and so on.
  • the human-computer interaction device may also include an output device such as a printer, for example, for printing ultrasound reports.
  • the memory 124 may be used to store instructions executed by the processor 118, used to store received ultrasound echo signals, used to store ultrasound images, and so on.
  • the memory 124 may be a flash memory card, a solid state memory, a hard disk, and so on. It may be volatile memory and/or non-volatile memory, removable memory and/or non-removable memory, etc.
  • the components included in the ultrasound imaging system 100 shown in FIG. 1 are only schematic, and may include more or fewer components. The present invention is not limited to this.
  • FIG. 2 is a schematic flowchart of an ultrasound image analysis method 200 according to an embodiment of the present invention.
  • the method 200 includes the following steps:
  • step S210 an ultrasound image of the lung is acquired.
  • step S210 may include: reading a pre-stored ultrasound image of the lung from a storage medium. Then, the process of analyzing the acquired lung ultrasound image can be performed at any time after the lung ultrasound image is acquired.
  • the stored ultrasound image of the lung can be read from the storage medium of the machine (for example, the memory 124), or the stored ultrasound image of the lung can be read from the storage medium of other devices via a wired or wireless network.
  • step S210 may include: acquiring the lung ultrasound image in real time.
  • the step of acquiring an ultrasound image of the lung in real time may include: firstly, transmitting an ultrasound wave to the lung of the target object, and receiving an ultrasound echo based on the ultrasound to obtain an ultrasound echo signal; then, according to the ultrasound echo signal Obtain an ultrasound image of the lung of the target object.
  • the target object may refer to a human body to be detected or a part of the human body to be detected.
  • the transmission/reception selection switch 122 may be used to excite the ultrasonic probe 110 to transmit ultrasonic waves to the lungs of a target object (such as a human body) via the transmitter circuit 112, and receive the ultrasonic waves from the target object via the receiver circuit 114 through the ultrasonic probe 110.
  • the ultrasound echo returned from the lungs is converted into an ultrasound echo signal.
  • the beam synthesis module 116 may perform beam synthesis processing, and then send the beam synthesized ultrasound echo signal to the processor 118 for related processing, so as to obtain an ultrasound image of the lung.
  • the lung ultrasound image in the embodiment of the present invention may be obtained after performing a series of signal processing on the ultrasound echo signal, for example, including: analog-to-digital conversion, beam synthesis, IQ (in-phase quadrature, in-phase quadrature) solution. Tuning, logarithmic compression, grayscale conversion, etc.
  • one or more frames of lung ultrasound images are respectively collected and stored in the memory 124.
  • the left lung and the right lung can be divided into at least two lung regions, for example, the left lung and the right lung can be divided into 3, 4, or 6 lung regions respectively, etc., during the imaging process Acquire one or more frames of lung ultrasound images for each lung area.
  • step S220 the ultrasound signs of each lung area in the lung ultrasound image are identified.
  • ultrasound signs refer to specific characteristics of the lungs.
  • the ultrasound signs of the lungs can include: bat sign, lung slip sign, beach sign, stratospheric sign, comet tail sign, lung spot sign, and sexual tissue signs, liquid dark areas and so on.
  • some of the ultrasound signs can be identified for scoring, such as B-line, lung consolidation, and pleural effusion.
  • the B-line (also known as the "comet tail sign") is a discrete vertical reverberation artifact that extends from the pleural line to the bottom of the screen, without loss, and moving synchronously with the lungs.
  • a large number of B-line acoustic shadows in ultrasound images are signs of pulmonary interstitial syndrome, and the number increases with the decrease of air content and the increase of lung tissue density. Therefore, B-line can be used to diagnose pulmonary edema and determine the degree of lung ventilation.
  • 0-2 isolated B lines can sometimes be seen in the same field of view.
  • Pulmonary materialization is a progressive result, which can be caused by pulmonary embolism, cancer metastasis in the lung, compressed or obstructive atelectasis, and lung contusion. Signs of marginal tissue materialization, the presence of air and fluid, or vascular fusion also further indicate lung materialization.
  • the pleural line When there is pleural effusion, the pleural line is separated from the lung surface, and the sound shadow of the upper and lower ribs forms a quadrilateral shape.
  • the quadrilateral sign can be used as a characteristic sign of various pleural effusions.
  • the sine wave sign is also a sign of pleural effusion, which means that the surface line of the lung displayed during M-mode ultrasound scanning moves toward the pleural line with the pulsation of breathing and presents a sine wave-like change.
  • automatic identification, manual identification, or a combination of automatic identification and manual identification can be used to identify the ultrasound signs in the lung ultrasound image.
  • the trained neural network model can be used to automatically recognize the ultrasound signs in the lung ultrasound images.
  • the neural network model can be trained to enable the machine to recognize ultrasonic signs through a target detection algorithm.
  • the target detection algorithm used may include Faster RCNN and the like.
  • the step of training the neural network model includes: marking the ultrasound signs in the lung ultrasound image and inputting the neural network as a training sample for training until the model converges, thereby obtaining a trained neural network model.
  • the lung ultrasound image acquired in step S210 can be input into the neural network model, and the recognition result of the ultrasound signs therein can be output.
  • the B line is a discrete vertical reverberation artifact that extends from the pleural line to the bottom of the screen, no loss occurs. Therefore, based on this feature, the B line can be identified by detecting the vertical linear feature in the direction of the sound beam.
  • the recognition of linear features can be achieved through template matching and other methods.
  • the ultrasound signs after the ultrasound signs are identified, they can also be quantitatively analyzed to obtain relevant parameters of the ultrasound signs.
  • the main calculation parameters include the number of B-lines, the coverage percentage of the B-line, the interval between adjacent B-lines, and so on.
  • the number of B lines is the total number of recognized B lines
  • the coverage percentage of B line is the percentage of the area occupied by the B line in the lung detection area
  • the interval between adjacent B lines is the distance between the B lines at the position of the pleural line .
  • the ultrasonic signs can be automatically recognized by the above-mentioned method, the ultrasonic signs can also be manually recognized and marked by the user, or the ultrasonic signs can be recognized by a combination of automatic and manual methods.
  • automatic identification methods can be used to identify the relatively easy-to-identify B-line, and complex diseases such as lung consolidation and pleural effusion can be manually marked.
  • the most representative one or more frames of lung ultrasound images can be selected as the final result based on the recognition results. For example, the recognition result of one or more frames of lung ultrasound images with the largest number of B-lines, or the recognition result of one or more frames of lung ultrasound images with the largest percentage of B-lines can be selected.
  • the specific selection criteria can be set by the user.
  • step S230 the various lung regions are scored according to the ultrasound signs to generate a score result.
  • the scoring result identifies the degree of damage of each lung area of the lung. As an example, the higher the score, the more severe the lung damage.
  • various scoring standards commonly used in clinical practice can be used for scoring, such as the pulmonary superventilation scoring method, or new scoring standards can be used for scoring.
  • each lung area can be scored according to the number of B lines, lung consolidation, and pleural effusion identified in step S220.
  • 0-2 isolated B lines when 0-2 isolated B lines are detected, it means that the lungs are normally ventilated, and it is scored as 0 points.
  • multiple B-lines with clear intervals are recognized, that is, more than 3 single B-lines are detected, it means that the lung tissue is at a moderate aeration, which is scored as 1 point.
  • a densely fused B-line is identified, that is, an aliased B-line appears, it indicates severe lung tissue degassing, which is scored as 2 points.
  • lung consolidation or lung consolidation with pleural effusion it is scored as 3 points.
  • the scoring format can be a number, such as 0-3. However, the scoring format can also be text, such as N, B1, B2, C, which correspond to different severity levels.
  • the scoring format can also be text, such as N, B1, B2, C, which correspond to different severity levels.
  • step S230 not only can the score of a single lung area be obtained based on a single lung ultrasound image, but also the scores of each lung area can be added to obtain the overall score of the lung.
  • the scoring may be an automatic scoring, for example, the system automatically converts the ultrasound sign recognition result into a scoring result. Or, when training the neural network model, the neural network model directly outputs the scoring result. It is also possible for the user to manually score according to the ultrasound signs identified in step S220.
  • an operation interface may be provided to the user, so that the user can confirm or modify the score of each lung region through the operation interface.
  • step S240 is continued.
  • an operation interface may also be provided to the user, so that the user can confirm or delete the recognized ultrasonic signs through the operation interface.
  • a lung ultrasound scoring chart is displayed on the display interface, the lung ultrasound scoring chart includes a lung graphic and an identifier displayed at each lung region of the lung graphic, and the identifier is used to characterize all of the corresponding lung regions. Describe the scoring results.
  • the lung graphic can be a structural diagram that reflects the shape of the lung.
  • the structural diagram can be, for example, the two-dimensional schematic diagram shown in Figure 3a, Figure 3b and Figure 4, or a three-dimensional diagram; the structural diagram can be as shown in Figure 3a, Figure 3b.
  • the line model diagram shown in FIG. 4 may also be a rendering diagram.
  • the lung graphics can also be other indicators that have a structural relationship with the lungs in equal or approximate proportions, for example, it can be a rectangular indicator that is divided into two. The present invention does not limit the specific presentation mode of the lung graphics.
  • step S240 includes: displaying a single-scored lung ultra-score (LUS) graph on the display interface. That is to say, only one lung ultra-score map is displayed on the display interface, and the lung ultra-score map includes only one lung graphic. Based on a single lung ultra-score map, it can visually display the damage of multiple lung areas, and it can also allow users to quickly overview the overall condition of the lungs, thereby judging which part of the lungs is more severely damaged. In some examples, the damage of a single lung area can also be displayed based on the lung ultra-score map. The scoring result of which lung area is displayed can be determined according to the user input, and the scoring result of which lung area is displayed can also be determined according to the preset order in the system. It can also be combined with the score of the lung area to determine which lung area or several lung areas will be displayed for damage. For example, the processor 118 controls the display according to the damage condition of one or more lung regions whose scoring result exceeds a preset scoring threshold.
  • LIS lung ultra-
  • the processor 118 may also control the display to provide dynamic display effects of one or more lung regions.
  • the processor 118 can control the display to display the damage of each lung area of the right lung in the order of 1R lung area, 2R lung area, 3R lung area, and 4R lung area.
  • the processor 118 can control the display to display the damage of each lung area of the right lung according to the 1R lung area. , 1L lung area, 2R lung area, 2L lung area... alternately show the damage of each lung area of the right lung and left lung. It can also be combined with the score of the lung area to determine which lung area or several lung areas will be displayed for damage.
  • the processor 118 controls the display to sequentially display the injury status of one or more lung regions according to the level of the scoring result.
  • the logo may include graphics.
  • the graphics may use one or more of different colors, brightness, texture, texture density, patterns, pattern density, filling area, or shape to characterize the score of the scoring result.
  • graphics of different colors can be displayed at the location of the corresponding lung area of the lung graphics according to the level of the score. According to the color of the graphics, the user can quickly obtain the score of the corresponding lung area.
  • the embodiment of the present invention provides two visualization implementation forms of lung ultra-score maps, as shown in Fig. 3a, Fig. 3b and Fig. 4.
  • the marks used to characterize the scoring results are displayed at the positions of each lung area of the lung graph, and the lung ultrasound image can be displayed after clicking the mark.
  • This form of lung ultrasonography scoring map is relatively simple and intuitive, and can quickly convey the information of the scoring result to the user.
  • the dividing line of each lung area may be displayed, or the dividing line between lung areas may not be displayed as shown in Fig. 3a.
  • the identifier may be a color block or color frame of different colors, and the color block or color frame of each color represents a score of the scoring result.
  • the shape of the color block or color frame is not limited to a certain one, for example, it may be a circle, a square, a triangle, or the like.
  • the identification of different lung regions can be the same or different.
  • the logo is exemplified as circular graphics with different textures, but it is understandable that in actual application, different textures can be replaced with different colors.
  • the color of the logo can have a certain change rule to facilitate users to understand and remember.
  • the color of the logo can change from dark to light, or from one color system to another as the score increases. Color system.
  • green means 0 points
  • yellow means 1 point
  • orange means 2 points
  • red means 3 points.
  • the mark further includes the score (not shown) of the scoring result displayed in the color block or color box, so that the scoring result is represented in two forms of graphics and text.
  • the number of the corresponding lung area can also be displayed inside the graph, as shown in Figure 3a, where 1R, 2R, 3R, and 4R represent the right lung areas 1 to 4, 1L, 2L , 3L and 4L represent the left 1 to 4 lung regions, respectively.
  • the lung ultra-score map can also be used as a playback navigation interface, that is, when a selection instruction for a certain lung area identification of the lung ultra-score map is received,
  • the lung ultrasound image corresponding to the lung area can be displayed on the display interface.
  • the 1R lung area logo on the lung superscore map on the left side of the display interface you can select or highlight the logo at this time
  • the 1R lung area will be displayed on the right side of the display interface. Ultrasound image of the lung corresponding to the area, so that the diagnostic image can be reviewed in detail.
  • each lung area may correspond to one or more frames of the lung ultrasound image. That is, each lung area can store one or more frames of lung ultrasound images in the memory 124 correspondingly.
  • a list 601 of candidate ultrasound images may be displayed on the display interface (for example, on the side of the lung ultrasound image) for the user to select, and It is also possible to frame or highlight the currently displayed ultrasound image in the list 601.
  • a score chart 602 of multiple scoring results of the selected lung area may be displayed on the display interface.
  • the scoring chart 602 may be a graph, a line chart, a histogram, a histogram, and other forms of charts, and the scoring chart 602 may also be a table that records the results of various scorings, which is not limited in the present invention.
  • each point on the curve or a broken line may be used to respectively represent the scoring results of multiple scores.
  • the currently displayed scoring result of the lung ultrasound image may be highlighted in the scoring chart, so that the user can judge the position of the current scoring result in the chart.
  • the scoring result on the scoring chart 602 may have a mapping relationship with the lung ultrasound image corresponding to the selected lung area.
  • a selection instruction for the scoring result on the scoring chart 602 that is, when the user clicks a point or line on the chart that represents the scoring result
  • the lung corresponding to the scoring result can be displayed on the display interface.
  • Ultrasound image that is, replace the currently displayed lung ultrasound image with the lung ultrasound image corresponding to the selected scoring result, and synchronously switch the lung scoring chart to the lung scoring chart corresponding to the scoring result.
  • text 603 may also be used on the display interface to show the scoring result or the ultrasound sign recognition result.
  • the scoring result includes a score
  • the ultrasound sign recognition result is, for example, the number of B-lines and B-line coverage in the lung ultrasound image.
  • Fig. 3b shows a lung ultrasonogram according to another embodiment of the present invention.
  • the lung ultrasound scoring map displays markers used to characterize the scoring results at the positions of each lung area of the lung graph, and the lung ultrasound images can be displayed after clicking the markers.
  • the dividing line of each lung area may be displayed as shown in Figure 3b, or the dividing line between lung areas may not be displayed.
  • the mark in Figure 3b is the overlay superimposed on each lung area.
  • the covering part can characterize the score of the scoring result with different colors, brightness, texture, texture density, patterns, pattern density, and/or filling area.
  • Figure 3b illustrates the use of different textures to characterize the score.
  • the logo covering the entire lung area is the same as the logo shown in FIG. 3a. After receiving the user's selection, the logo itself can be highlighted/highlighted, and at the same time, the lung ultrasound image corresponding to the lung area can be called to display. In an example not shown, the scoring result of the corresponding lung area may be displayed on the covering part.
  • Fig. 4 shows a second form of lung ultrasound score chart according to another embodiment of the present invention.
  • the lung ultrasound images of the corresponding lung regions are displayed at each lung region of the lung graph, and the marks that characterize the scoring result are displayed simultaneously with the lung ultrasound images.
  • the lung ultrasound image displayed at each lung area may be the frame with the highest score in the lung area, or it may be a frame manually designated by the user.
  • users can not only view the scoring results of each lung area, but also quickly view the ultrasound images of each lung area at the same time.
  • the logo when the logo is displayed synchronously with the lung ultrasound image, the logo can be displayed on the lung ultrasound image.
  • the logo can be a frame, corner marker or other graphics displayed on the lung ultrasound image.
  • the logo can also be displayed side by side with the lung ultrasound image.
  • the logo can be a border displayed next to the lung ultrasound image, or an indicator bar displayed next to the lung ultrasound image.
  • an ultrasound image of the lungs can be displayed on the logo.
  • the logo in this embodiment may have different colors, brightness, filling areas, patterns, shapes, or textures to represent the score of the scoring result.
  • a corner mark 402 with a different color may be displayed as the mark in the lower right corner of the lung ultrasound image.
  • the colors of the marks representing different scores can be the same as in the previous embodiment, that is, green can be used to represent 0 points, yellow to represent 1 point, orange to represent 2 points, and red to represent 3 points.
  • the score value (Score) and the number of B lines can also be displayed on the lung ultrasound image or synchronously with the lung ultrasound image.
  • the total score (LUS) of each lung area can also be displayed on the lung ultra-score map. According to the total score displayed on the lung ultra-score chart, the user can quickly learn the overall condition of the lungs.
  • the number of the corresponding lung area can also be displayed on the lung ultrasound image.
  • the 1R, 2R, and 3R shown in the upper right corner of the lung ultrasound image indicate the first, second, and third lung areas of the right lung, 1L, 2L and 3L represent the first, second, and third lung regions of the left lung, respectively.
  • the selected lung ultrasound image can also be enlarged and displayed on the display interface for the user to view in detail The selected ultrasound image of the lungs.
  • the method 200 further includes: outputting an ultrasound report, the ultrasound report including the lung ultrasonogram.
  • the first form of lung ultrasound scoring chart shown in Figure 3 is very concise and intuitive for the presentation of the diagnosis results, so it is very suitable to be included in the report as the assessment result chart.
  • the ultrasound report can also use the second form of lung ultrasound score chart shown in Figure 4.
  • the lung ultra-score map output to the ultrasound report can be consistent with the lung ultra-score map displayed on the display interface. For reasons such as report printing, it is also possible to make adaptive adjustments when outputting the lung ultrasound score map, adjust the logo on the lung ultrasound score map to a mode suitable for printing, remove the lung ultrasound images of each lung area and only display the logo.
  • the lung ultrasound scoring map in Figure 3 is marked as a color block, and the color block can be directly converted into a color frame when outputting to an ultrasound report.
  • step S240 may further include: simultaneously displaying multiple windows on the display interface, each window displaying the lung ultrasonography score scored once. For example, in Figure 7, four windows are displayed on the display interface, and a lung ultrasonogram scored once is displayed in each window.
  • the user can view the scoring results of each stage of the treatment process at the same time, so as to visually compare and evaluate the treatment effect of each part. For example, as the treatment progresses, the identification of each lung area on multiple lung ultrasonographic maps changes from red to orange, or from orange to yellow or green, which visually shows the improvement of lung ventilation.
  • the lung ultrasound scoring map displayed in each window of the multiple windows can be any of the above-mentioned lung ultrasound scoring maps, but preferably, the lung ultrasound scoring maps of the multiple windows adopt the same format to facilitate the process.
  • the first form of lung ultrasound score map described in conjunction with FIG. 3 is relatively concise and intuitive, in one embodiment, when multiple lung ultrasound score maps are simultaneously displayed for comparison, for example, the first format described above can be used. Lung ultrasound score chart.
  • the acquisition time of the lung ultrasound scoring chart is displayed in each window, and the lung ultrasound scoring charts are arranged in the order of the acquisition time. Scoring chart for easy viewing by users.
  • the other when multiple lung ultrasound scoring charts are displayed on the display interface at the same time, when an instruction to select a certain lung area in the lung ultrasound scoring chart in one of the windows is received, the other is automatically highlighted.
  • the logo of the 1L lung area in the figure is automatically highlighted or enlarged, so that the user can compare the scores of the 1L lung area at various time points.
  • the method 200 further includes: highlighting a change in the scoring result of a certain lung area on the lung ultra-score map of a scoring time relative to the lung ultra-score map at a time before or after the scoring.
  • logo That is to say, when in a scoring, the scoring result of a certain lung area changes relative to the scoring result at the time before or after the scoring, it will be displayed in the lung ultrasound scoring chart generated based on the scoring. Displays a sign indicating that the scoring result has changed to remind the user to focus on the lung area.
  • the indicator that characterizes the change in the scoring result may be a graphic or text, and the graphic or text may be a fixed graphic or text, that is, it only prompts that the scoring result has changed, and does not prompt whether the scoring result has increased or decreased.
  • different signs can also be used to indicate an increase or decrease in the scoring result respectively.
  • the method 200 further includes: obtaining the difference between the scoring results of each lung area at two adjacent acquisition times;
  • the difference is displayed as a graphical element on the graph.
  • the graphic element may have one or more of different colors, sizes, shapes, textures, patterns, filling areas, and pattern densities to represent the magnitude of the difference.
  • the graphic element that characterizes the difference can be displayed in parallel with the mark that characterizes the scoring result, or overlapped with the mark that characterizes the scoring result.
  • At least two of the lung ultrasound scoring maps and their corresponding lung ultrasound images are displayed in multiple windows of the display interface , To allow users to compare and analyze the results of two ultrasound diagnosis with the combination of lung ultra-score map and specific lung ultrasound images.
  • the user can select two lung ultrasound score maps for comparative evaluation on the display interface that displays multiple lung ultrasound score maps, or select two lungs on the two display interfaces that display a single lung ultrasound score map.
  • Super score chart for comparative evaluation.
  • At least two sets of windows are displayed on the display interface at the same time, and one of the selected lung ultrasound scores is displayed in each set of windows Figure and its corresponding lung ultrasound image.
  • the user can click on any position of the lung ultrasound scoring chart to select the corresponding lung ultrasound scoring chart for comparative evaluation, or the user can also select a specific mark of the lung ultrasound scoring chart to directly select the lung ultrasound image of the corresponding lung area for comparison and evaluation. Conduct comparative evaluation.
  • the display interface shown in Figure 7 for comparative evaluation Two sets of windows are shown on the upper row.
  • the first set of windows in the upper row shows the lung ultrasound score chart on April 1, 2018 and the lung ultrasound image for comparative evaluation.
  • the lungs in the 1R lung area are selected here.
  • Ultrasound images of the lungs; the second set of windows located in the lower row shows the lung ultrasound scoring map on March 30, 2018 and the lung ultrasound images at the same lung area, that is, the lung ultrasound images of the 1R lung area.
  • the identifier of the currently displayed lung ultrasound image can also be highlighted in the lung ultrasound scoring map, such as highlighting or zooming in.
  • the lungs at the corresponding lung area of the other one or more lung ultrasound scoring charts for comparison evaluation are automatically displayed Ultrasound image.
  • the processor 118 can further control to automatically change the selected lung area from the 1R lung area to the 1L lung area on the lung ultrasound scoring map on March 30, 2018.
  • the second set of windows This will show the lung ultrasound image of the 1L lung area on March 30, 2018.
  • FIG. 8 displays the comparative evaluation in two sets of windows.
  • the processor 118 may display the corresponding set of windows according to the number of acquired lung ultrasonography images. For example, compared to the situation in which four lung ultrasonography scoring maps are provided in FIG. 7, when an instruction to compare and evaluate the lung ultrasonography scoring maps is received, the display 120 can be controlled to display four sets of windows on the display interface, and each set of windows is displayed separately A lung ultrasound scoring map and its corresponding lung ultrasound image.
  • the ultrasound image analysis method 200 of the embodiment of the present invention scores each lung area, and generates and displays a lung ultra-score map based on the score result, so that the lung imaging results can be visually displayed and compared, so that Lung ultrasound examination can better meet clinical needs.
  • the ultrasound image analysis method 900 may include the following steps:
  • step S910 an ultrasound image of one or more regions of the object to be measured is acquired.
  • the measured object can be a human body, a fetus, or an animal.
  • the object to be measured may be a part of the human body to be detected, such as the chest and abdomen of the human body.
  • one or more regions of the measured object include, for example, tissues and organs such as the heart, lungs, liver and gallbladder, spleen and stomach.
  • the ultrasonic imaging system shown in FIG. 1 may be used to transmit ultrasonic waves to the area to be measured of the object to be measured, and an ultrasonic image of the area can be obtained according to the ultrasonic echo returned from the area to be measured.
  • step S920 the ultrasound signs in the ultrasound images of the one or more regions are identified.
  • ultrasound images in different regions have different ultrasound signs.
  • the ultrasound signs in the lung ultrasound image are such as B-line, lung consolidation, and pleural effusion
  • the ultrasound signs of the intestine include, for example, intestinal dilatation, gas intestinal cavity, cockscomb sign, piano key sign, etc. or Characterize the pseudo-kidney sign, target ring sign, etc. of intestinal tumors
  • the ultrasound signs of the liver and gallbladder parts such as the target sign and anti-target sign of liver nodules, and the floating vessel sign of liver lymphoma and many more.
  • automatic identification, manual identification, or a combination of automatic identification and manual identification can be used to identify the ultrasound signs.
  • neural network models can be trained separately to automatically identify ultrasound signs in them.
  • the embodiment of the present invention does not limit the recognition method of ultrasound signs.
  • step S930 the ultrasound images of the one or more regions are scored according to the ultrasound signs to generate a score result.
  • the scoring result can characterize the degree of damage in each area of the tested object, for example, the higher the score, the more severe the damage degree.
  • automatic, manual, or a combination of automatic and manual methods can be used to score each area based on ultrasound signs.
  • an ultrasound scoring chart is displayed on the display interface, the ultrasound scoring chart includes a graphic of the object to be measured and an identifier displayed at one or more regions of the graphic of the object to be tested, and the identifier is used to characterize The scoring result of the corresponding area.
  • the graph of the measured object can be a structural diagram that reflects the shape of the measured object, or it can be other indicator graphs that have a corresponding proportional relationship with the measured object. For example, when the object to be measured is the lungs of a human body, the graphic of the object to be measured may be a graphic of lungs.
  • the graph of the measured object may be a human body model diagram, and optionally the structure diagram of the tissue/organ corresponding to one or more regions is displayed on the human body model diagram .
  • the image of the object to be measured may be a four-quadrant diagram, corresponding to the four chambers of the heart.
  • the identifier may include a graphic, and the graphic uses one or more of different colors, brightness, texture, texture density, patterns, pattern density, filling area, or shape to characterize the score of the scoring result.
  • a single-scored ultrasound scoring chart is displayed on the display interface, and the ultrasound scoring chart can have two forms: the first form of ultrasound scoring chart is similar to the lung ultrasound scoring chart shown in FIG. 3, That is, one or more areas of the graph of the measured object are displayed with signs that characterize the scoring results.
  • the ultrasound scoring chart can be used as a playback navigation interface, that is, when the signs of each area are clicked, the ultrasound image of the corresponding area is displayed on the display interface.
  • the second form of ultrasound scoring chart is similar to the lung ultrasound scoring chart shown in FIG. 4, that is, the ultrasound scoring chart and the ultrasound image are simultaneously displayed on the graph of the measured object.
  • the figure of the measured object depends on the type of the measured object. For example, when the measured object is a human body, the figure of the measured object is a human shape or an approximate human shape.
  • the image of the measured object is an image of the corresponding tissue or organ.
  • the displayed image is the liver image.
  • multiple windows are displayed on the display interface at the same time, and each window displays a once-scored ultrasound scoring chart.
  • each window displays a once-scored ultrasound scoring chart.
  • the ultrasound scoring chart displayed in each window of the multiple windows may be any of the above-mentioned ultrasound scoring charts, but preferably, the ultrasound scoring charts of the multiple windows are in the same form to facilitate comparison. Since the above-mentioned first form of ultrasound scoring chart is relatively simple and intuitive, in one embodiment, when multiple ultrasound scoring charts are displayed for comparison at the same time, for example, the above-mentioned first form of ultrasound scoring chart can be used.
  • the acquisition time of the ultrasound scoring chart is displayed in each of the windows, and the ultrasound scoring charts are arranged in the order of the acquisition time, To facilitate users to view.
  • the other one or more are automatically highlighted.
  • the corresponding area of the ultrasound score map of each window is identified, so as to facilitate the user to compare the scores of the area at various time points.
  • the indicator that characterizes the change in the scoring result may be a graphic or text
  • the graphic or text may be a fixed graphic or text, that is, it only prompts that the scoring result has changed, and does not indicate whether the scoring result has increased or decreased.
  • different signs can also be used to indicate an increase or decrease in the scoring result respectively.
  • the method 900 further includes: obtaining the difference between the scoring results of each area at two adjacent acquisition times; and placing the score on the ultrasound scoring chart in a window corresponding to the ultrasound scoring chart at a later time.
  • the graphic element displays the difference.
  • the graphic element may have one or more of different colors, sizes, shapes, textures, patterns, filling areas, and pattern densities to represent the magnitude of the difference.
  • the graphic element that characterizes the difference can be displayed in parallel with the mark that characterizes the scoring result, or overlapped with the mark that characterizes the scoring result.
  • At least two of the ultrasound score maps and their corresponding ultrasound images are displayed in multiple windows on the display interface to allow the user to Combine the ultrasound score chart and specific ultrasound images to compare and analyze the results of the two ultrasound diagnosis.
  • the user can select two ultrasound score maps for comparative evaluation on the display interface that displays multiple ultrasound score maps, or select two ultrasound score maps on the two display interfaces that display a single ultrasound score map. Comparative assessment.
  • each set of windows displays the selected one of the ultrasound score maps and Its corresponding ultrasound image.
  • the user can click any position of the ultrasound scoring map to select the corresponding ultrasound scoring map for comparative evaluation, or the user can also select a specific mark of the ultrasound scoring map to directly select the ultrasound image of the corresponding area for comparative evaluation.
  • the ultrasound images at the corresponding area of the other one or more ultrasound score charts are automatically displayed.
  • the ultrasound image analysis method 900 of the embodiment of the present invention scores each area of the object to be tested, and generates an ultrasound score map based on the score result for display, so that the ultrasound diagnosis results can be visually displayed and compared, so that Ultrasound diagnosis can better meet clinical needs.
  • the above-mentioned scheme of comparative evaluation of the results of multiple scores can make reasonable use of the historical examination data of the same patient, so that the doctor can fully understand the changes of the patient over a period of time.
  • the ultrasound imaging method 1000 can guide the current scan of the tested object based on the historical scoring situation of the tested object. As shown in FIG. 10, the ultrasound imaging method 1000 may include the following steps:
  • a historical ultrasound score map of the measured object is obtained, the historical ultrasound score map includes the measured object graph and the identifiers displayed in one or more regions of the measured object graph, and the identifiers are used to characterize the history. score.
  • the historical ultrasound score chart can present the comprehensive score of the tested object in the past period of time, the historical score of the tested object in the last ultrasound imaging examination, and it can also display the number of tested objects in the past period of time. Ratings. Through the identification of one or more areas, the user can intuitively understand the historical situation of each area and guide the real-time scan to be performed based on the historical situation.
  • the logo can include graphics.
  • the graphics may use one or more of different colors, brightness, texture, texture density, pattern, pattern density, filling area, or shape to represent the score of the score. For example, graphics of different colors can be displayed in each area on the graph of the object to be tested according to the level of score. According to the color of the graph, the user can quickly obtain the score of the corresponding area.
  • the ultrasound scoring map can refer to the manner of FIG. 3 to display the identification of the score representing the score; the ultrasound scoring map can also refer to the manner of Figure 4 to synchronously display the ultrasound image corresponding to the region and the identification of the representative scoring score in each area.
  • one or more areas may be thyroid, liver and gallbladder, kidney, spleen, ureter, etc.
  • the historical ultrasound scoring map can display the corresponding one or more historical scoring results in each area with color-distinguishable marks.
  • step S1020 scan instructions for one or more regions are generated according to the historical scores.
  • the scanning instruction can be embedded in the scanning workflow, requiring the user to perform real-time scanning according to the scanning instruction; it can also provide interface instructions on the interface to prompt the user for the current real-time scanning.
  • the scanning sequence of one or more regions can be generated according to the score of the historical score. For example, the higher the score, the more serious the damage in the area is.
  • the method can prompt the user to scan each area in real time in the order of the score from high to low.
  • the processor will determine the relationship between the scores of each area and the preset score threshold in the system.
  • the processor can analyze the changes in the historical scores of each region, and set one or more region scanning sequences according to how much the score has risen or the time it takes to rise, or increase the score beyond a preset value. The corresponding area where the difference threshold or the rising time is lower than the preset time threshold is highlighted as the area to be focused on.
  • step S1030 ultrasonic waves are sent to one or more regions of the object to be tested for scanning, and ultrasonic echo signals are obtained.
  • the scanning instruction provides the scanning sequence
  • the ultrasound can be sent to each area of the object to be scanned in sequence according to the scanning sequence;
  • the scanning instruction provides a key area reminder, priority can be given to the key area reminder
  • the scan or key scan corresponds to the key area.
  • step S1040 the ultrasound echo signal is processed to obtain the current ultrasound image of one or more regions.
  • the form of the historical ultrasound score map obtained in step S1010 may be similar to the two forms of lung ultrasound score map described in the method 200 with reference to FIGS. 3 and 4.
  • the ultrasound score map may be a playback navigation interface.
  • the ultrasound score map corresponding to the area is displayed on the display interface. image.
  • the ultrasound scoring map may include ultrasound images of corresponding regions displayed in the respective regions of the graph of the measured object, and the identification is displayed synchronously with the ultrasound image.
  • the logo is displayed on the ultrasound image, or the logo and the ultrasound image are displayed side by side.
  • the scanning order of each area can be generated according to the order of the scores of each area in the historical ultrasound score map, that is, areas with higher scan scores and more severe damage are prioritized.
  • the scan order of each area can also be generated according to the order of the score value of each area in the historical ultrasound score map from low to high.
  • the transmitting circuit 112 shown in FIG. 1 can excite the ultrasonic probe 110 to transmit ultrasonic waves to various areas of the object under test, and receive the ultrasonic echo returned from the object under test through the receiving circuit 114 and the beam synthesis circuit 116. Wave to obtain the ultrasonic echo signal.
  • the ultrasound echo signal is processed to obtain the current ultrasound image of each area.
  • the processor 118 may process the ultrasonic echo signals to obtain ultrasonic images of various regions of the object to be measured.
  • the ultrasound imaging method 1000 further includes: identifying ultrasound signs of the current ultrasound image of the one or more regions; obtaining one or more ultrasound signs according to the ultrasound signs.
  • the identification of one or more regions of the measured object graph, and the identification is used to characterize the current score.
  • the identification of the area where the score has changed may be highlighted on the current ultrasound score map. That is to say, if the score of a certain area in the current ultrasound scoring map has changed from the score of the corresponding area in the historical ultrasound scoring map acquired in step S1010, the indicator of the region will be highlighted.
  • the current ultrasound diagnosis scan is guided based on the historical ultrasound score chart, which can make the ultrasound diagnosis more targeted.
  • the historical ultrasound score chart which can make the ultrasound diagnosis more targeted.
  • an embodiment of the present invention also provides an ultrasound imaging system 100.
  • the ultrasound imaging system 100 may be used to implement the above-mentioned method 200, method 900, or method 1000.
  • the ultrasound imaging system 100 may include an ultrasound probe 110, a transmitting circuit 112, a receiving circuit 114, a beam combining circuit 116, a processor 118, 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 is configured to: process the ultrasound echo signals to obtain an ultrasound image of the lung; identify the ultrasound signs of each lung area in the lung ultrasound image; and score each lung area according to the ultrasound signs To generate scoring results.
  • the memory 124 is configured to store programs executed by the processor 118.
  • the display 120 is used to display a lung ultrasonography scoring map on a display interface, the lung ultrasonography scoring map including a lung graphic and an identifier displayed at each lung region of the lung graphic, and the identifier is used to characterize all of the corresponding lung regions. Describe the scoring results.
  • the processor 118 may execute step S210 to step S230 in the method 200 described above in conjunction with FIG. 2, and the display 120 may execute step S240 in the method 200.
  • the main functions of the ultrasound imaging system 100 are described, and the details that have been described above are omitted.
  • the identifiers in the lung ultrasound score map displayed on the display 120 include graphics that represent the score in different colors, brightness, texture, texture density, patterns, pattern density, filling area, and/or shape. The score of the result is high or low.
  • the identification includes color blocks or color boxes of different colors, and each color block or color box represents a score of the scoring result. Further, the mark may also include the score value of the scoring result displayed in the color block or color box.
  • the embodiment of the present invention proposes two forms of lung ultrasound scoring chart.
  • a form of a lung ultrasonography chart is shown in Figure 3, which displays a mark on the lung graph.
  • the lung ultrasonography chart is a playback navigation interface.
  • the processor 118 receives a certain lung area of the lung ultrasonography chart
  • the display 120 displays the lung ultrasound image corresponding to the lung area on the display interface.
  • each lung area corresponds to one or more frames of the lung ultrasound images stored in the memory 124.
  • FIG. 4 Another form of lung ultrasound scoring chart is shown in Figure 4.
  • This form of lung ultrasound scoring map includes lung ultrasound images of the corresponding lung regions displayed in each lung area of the lung graph, and the logo is displayed synchronously with the lung ultrasound images, and the user can view the scoring results and the lung ultrasound images at the same time.
  • the logo can be displayed on the lung ultrasound image, or the logo can be displayed side by side with the lung ultrasound image.
  • the mark includes corner marks or borders with different colors, brightness, filling areas, patterns, shapes, or textures displayed on the lung ultrasound image.
  • the processor 118 when the processor 118 receives a selection instruction for a lung ultrasound image of a certain lung area of the lung ultrasound scoring map, it causes the display 120 to magnify and display the selected lung ultrasound image on the display interface, so as to For users to view in detail.
  • the display 120 is also used to display the total scores of multiple lung regions on the lung ultra-score map, so that the user can overview the overall condition of the lungs.
  • the above exemplarily describes the lung ultrasound score chart displayed on the display 120.
  • the display 120 may display a single-scored lung ultrasound score chart, or the display 120 may also display multiple windows on the display interface at the same time, and each window displays a single-scored lung ultrasound score chart, as shown in FIG. 7.
  • each window displays a lung ultrasound scoring chart
  • the processor 118 receives the identification of a certain lung area in the lung ultrasound scoring chart of one of the windows , Control the display 120 to automatically highlight the identifiers of the corresponding lung regions of the lung ultra-score map of the other one or more windows for the user to compare and analyze.
  • the processor 118 is further configured to control the display 120 to display the acquisition time of the corresponding lung ultrasound score map in each of the windows.
  • the processor 118 may further control the display 120 to arrange the lung ultrasonograms in the order of the acquisition time, so as to facilitate the user to view.
  • the processor 118 is further configured to control the display 120 to realize the following function: highlight the lung ultrasound scores on the lung ultrasound scoring map of a scoring time relative to the pulmonary ultrasound scoring one time before or one time after the score.
  • An indicator of a change in the scoring result of a certain lung area in the scoring chart That is to say, when in a scoring, the scoring result of a certain lung area changes relative to the scoring result at the time before or after the scoring, it will be displayed in the lung ultrasound scoring chart generated based on the scoring. Displays a sign indicating that the scoring result has changed to remind the user to focus on the lung area.
  • the indicator that characterizes the change in the scoring result may be a graphic, and the graphic may be a fixed graphic, that is, it is only used to indicate that the scoring result has changed. Or, different graphs can be used to indicate the increase or decrease of the scoring result respectively.
  • the processor 118 when receiving the selection of at least two lung ultrasound scoring maps for comparative evaluation, controls the display 120 to display the at least two lung ultrasound images in the multiple windows on the display interface.
  • the score chart and its corresponding lung ultrasound image when receiving the selection of at least two lung ultrasound scoring maps for comparative evaluation, controls the display 120 to display the at least two lung ultrasound images in the multiple windows on the display interface. The score chart and its corresponding lung ultrasound image.
  • the processor 118 may control the display 120 to display at least two sets of windows on the display interface at the same time, and display one of the selected lung ultrasound score maps and the corresponding lung ultrasound images in each set of windows. As shown in Fig. 8, if the user selects the 1R lung area in the lung ultrasonography chart scored twice on April 1, 2018 and March 30, 2018 in Fig. 7 for comparative evaluation, then the processor 118 at this time The control display 120 respectively displays the lung ultrasound score map on April 1, 2018 and March 30, 2018, and the lung ultrasound image of the 1R lung area in the display interface.
  • the processor 118 is further configured to control the display 120 to automatically display the comparative evaluation.
  • the processor 118 may control the display 120 to display the lung on March 30, 2018 in another set of windows.
  • the ultra-score map and the ultrasound image of the lungs in the 1R lung area are examples of the ultra-score map and the ultrasound image of the lungs in the 1R lung area.
  • a computer storage medium is also provided, and program instructions are stored on the computer storage medium.
  • the program instructions are executed by a computer or a processor (such as the aforementioned processor 103 or processor 920). ) Is used to execute the corresponding steps of the ultrasound image analysis methods 200 and 900 and the ultrasound imaging method 1000 of the embodiments of the present application during runtime.
  • 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 image analysis method of the embodiment of the present application.
  • each area of the target object is scored, and an ultrasound scoring map is generated according to the scoring result, and the ultrasound scoring map can evaluate the scoring result Intuitive display and comparison make ultrasound diagnosis more able to meet clinical needs.
  • the ultrasound score chart can also be used to guide subsequent ultrasound diagnosis.
  • the disclosed device and method may be implemented in other ways.
  • the device embodiments described above are only illustrative.
  • 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 realizing 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.

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Abstract

The present application provides an ultrasonic image analyzing method, an ultrasonic imaging system and a computer storage medium. The ultrasonic image analyzing method comprises: acquiring an ultrasonic image of a lung; identifying ultrasonic signs of various lung areas in the ultrasonic image of the lung; performing scoring on the various lung areas according to the ultrasonic signs to generate a scoring result; and displaying a lung ultrasound scoring map on a display interface, wherein the lung ultrasound scoring map comprises a lung figure and identifications displayed in respective lung areas of the lung figure, the identifications being used for representing the scoring results of the corresponding lung areas. According to the ultrasonic image analyzing solution of the present application, each lung area is scored and a lung ultrasound scoring map is generated and displayed on the basis of the scoring result, so that a lung diagnosis result can be visually displayed and compared and the ultrasonic diagnosis can better satisfy clinical needs.

Description

超声图像分析方法、超声成像系统和计算机存储介质Ultrasound image analysis method, ultrasound imaging system and computer storage medium
说明书Manual
技术领域Technical field
本申请涉及超声成像技术领域,更具体地涉及一种超声图像分析方法、超声成像系统和计算机存储介质。This application relates to the technical field of ultrasound imaging, and more specifically to an ultrasound image analysis method, an ultrasound imaging system, and a computer storage medium.
背景技术Background technique
现代医学影像检查中,超声技术因其高可靠性、快速便捷、实时成像以及可重复检查等优点,已经成为应用最广、使用频率最高同时新技术普及应用最快的检查手段之一。新的超声技术的发展,进一步推动了超声影像检查在临床诊疗中的应用。In modern medical imaging examinations, ultrasound technology has become one of the most widely used and most frequently used examination methods due to its high reliability, fast and convenient, real-time imaging, and repeatable examination. The development of new ultrasound technology has further promoted the application of ultrasound imaging in clinical diagnosis and treatment.
近年来,在重症急诊等领域,肺部超声成像(简称肺超)得到了越来越广泛的应用和重视,通过识别超声征象有助于辅助快速诊断。如何根据超声征象快速定量评估肺部通气程度以及显示和传递评估结果,有着越来越重要的临床意义。然而,传统方法依靠人工手动统计和评估,费时费力,并且不能直观地显示评估结果,严重影响了肺超在急重症领域的推广和应用。In recent years, pulmonary ultrasound imaging (referred to as lung ultrasonography) has been widely used and paid attention to in the field of critical emergency and other areas. Recognizing ultrasound signs can help to assist rapid diagnosis. How to quickly and quantitatively assess the degree of pulmonary ventilation based on ultrasound signs and display and transmit the assessment results has increasingly important clinical significance. However, traditional methods rely on manual statistics and evaluation, which is time-consuming and labor-intensive, and cannot visually display the evaluation results, which seriously affects the promotion and application of lung ultrasonography in the field of acute and severe diseases.
发明内容Summary of the invention
在发明内容部分中引入了一系列简化形式的概念,这将在具体实施方式部分中进一步详细说明。本发明的发明内容部分并不意味着要试图限定出所要求保护的技术方案的关键特征和必要技术特征,更不意味着试图确定所要求保护的技术方案的保护范围。A series of simplified concepts are introduced in the content of the invention, which will be described in further detail in the detailed implementation section. The inventive content part of the present invention does not mean an attempt to limit the key features and necessary technical features of the claimed technical solution, nor does it mean an attempt to determine the protection scope of the claimed technical solution.
本发明实施例第一方面提供了一种超声图像分析方法,所述方法包括:The first aspect of the embodiments of the present invention provides an ultrasound image analysis method, the method includes:
获取肺部超声图像;Acquire ultrasound images of the lungs;
识别所述肺部超声图像中各个肺区的超声征象;Identifying the ultrasound signs of each lung area in the lung ultrasound image;
根据所述超声征象,对所述各个肺区进行评分,以生成评分结果;Scoring the various lung regions according to the ultrasound signs to generate a scoring result;
在显示界面上显示肺超评分图,所述肺超评分图包括肺部图形以及显示在所述肺部图形各个肺区处的标识,所述标识用于表征对应肺区的所述评分结果。A lung ultra-score map is displayed on the display interface, the lung ultra-score map includes a lung graphic and an identifier displayed at each lung area of the lung graphic, and the identifier is used to characterize the scoring result of the corresponding lung area.
本发明实施例第二方面提供一种超声图像分析方法,所述方法包括:A second aspect of the embodiments of the present invention provides an ultrasound image analysis method, the method including:
获取被测对象一个或多个区域的超声图像;Acquire ultrasound images of one or more areas of the object to be measured;
识别所述一个或多个区域的超声图像中的超声征象;Identifying ultrasound signs in ultrasound images of the one or more regions;
根据所述超声征象,对所述一个或多个区域的超声图像进行评分,以生成评分结果;Scoring the ultrasound images of the one or more regions according to the ultrasound signs to generate a scoring result;
在显示界面上显示超声评分图,所述超声评分图包括被测对象的图形以及显示在所述被测对象的图形的各个区域处的标识,所述标识用于表征对应区域的所述评分结果。An ultrasound scoring chart is displayed on the display interface, the ultrasound scoring chart includes a graph of the measured object and an identifier displayed at each area of the graph of the measured object, and the identifier is used to characterize the scoring result of the corresponding area .
本发明实施例第三方面提供一种超声成像方法,所述方法包括:A third aspect of the embodiments of the present invention provides an ultrasound imaging method, the method including:
获取被测对象的历史超声评分图,所述历史超声评分图包括被测对象图形以及显示在所述被测对象图形的一个或多个区域的标识,所述标识用于表征历史评分;Acquiring a historical ultrasound scoring map of the measured object, the historical ultrasound scoring map including a graph of the object to be measured and identifications displayed in one or more regions of the graph of the object to be measured, the identifications being used to characterize the historical scoring;
根据历史评分的分值生成所述一个或多个区域的扫查指示;Generating a scan instruction of the one or more regions according to the score of the historical score;
按照所述扫查指示向所述被测对象的一个或多个区域发送超声波进行扫查,获得超声回波信号;以及According to the scanning instructions, send ultrasonic waves to one or more areas of the measured object for scanning to obtain ultrasonic echo signals; and
对所述超声回波信号进行处理,以获得所述一个或多个区域的当前超声图像。The ultrasound echo signal is processed to obtain the current ultrasound image of the one or more regions.
本发明实施例第四方面提供一种超声成像系统,包括:A fourth aspect of the embodiments of the present invention provides an ultrasound imaging system, including:
超声探头;Ultrasound probe
发射/接收控制电路,用于激励所述超声探头向目标对象发射超声波,并控制所述超声探头接收从所述目标对象返回的超声回波,获得超声回波信号;A transmitting/receiving control circuit for stimulating the ultrasonic probe to transmit ultrasonic waves to a target object, and controlling the ultrasonic probe to receive ultrasonic echoes returned from the target object to obtain ultrasonic echo signals;
存储器,用于存储所述处理器执行的程序;A memory for storing programs executed by the processor;
处理器,用于:Processor for:
对所述超声回波信号进行处理,以得到肺部超声图像;Processing the ultrasound echo signal to obtain an ultrasound image of the lung;
识别所述肺部超声图像中一个或多个肺区的超声征象;Identifying the ultrasound signs of one or more lung regions in the lung ultrasound image;
根据所述超声征象,对所述一个或多个肺区进行评分,以生成评分结果;Scoring the one or more lung regions according to the ultrasound signs to generate a scoring result;
显示器,用于在显示界面上显示肺超评分图,所述肺超评分图包括肺部图形以及显示在所述肺部图形各个肺区处的标识,所述标识用于表征对应肺区的所述评分结果。The display is used to display a lung ultrasound scoring chart on a display interface. The lung ultrasound scoring chart includes a lung graphic and an identifier displayed at each lung region of the lung graphic, and the identifier is used to characterize all of the corresponding lung regions. Describe the scoring results.
本发明实施例第五方面提供一种计算机存储介质,其上存储有计算机程 序,所述计算机程序被计算机或处理器执行时实现上述超声图像分析方法的步骤。A fifth aspect of the embodiments of the present invention provides a computer storage medium on which a computer program is stored, and when the computer program is executed by a computer or a processor, the steps of the above-mentioned ultrasound image analysis method are realized.
根据本发明实施例的超声图像分析方法、超声成像系统及方法、和计算机存储介质对各个肺区进行评分,并基于评分结果生成及显示肺超评分图,从而能够对肺部成像结果进行直观的展示和对比,使超声成像更能满足临床需求。According to the ultrasound image analysis method, ultrasound imaging system and method, and computer storage medium of the embodiments of the present invention, each lung area is scored, and a lung ultrasound score map is generated and displayed based on the score result, so that the lung imaging result can be visualized Display and comparison, so that ultrasound imaging can better meet clinical needs.
附图说明Description of the drawings
为了更清楚地说明本发明实施例中的技术方案,下面将对实施例描述中所需要使用的附图作简单地介绍,显而易见地,下面描述中的附图仅仅是本发明的一些实施例,对于本领域普通技术人员来讲,在不付出创造性劳动性的前提下,还可以根据这些附图获得其他的附图。In order to explain the technical solutions in the embodiments of the present invention more clearly, the following will briefly introduce the drawings needed in the description of the embodiments. Obviously, the drawings in the following description are only some embodiments of the present invention. For those of ordinary skill in the art, other drawings can be obtained from these drawings without creative labor.
在附图中:In the attached picture:
图1示出根据本发明实施例的超声成像系统的示意性框图;Fig. 1 shows a schematic block diagram of an ultrasound imaging system according to an embodiment of the present invention;
图2示出根据本发明一实施例的超声图像分析方法的示意性流程图;Fig. 2 shows a schematic flowchart of an ultrasound image analysis method according to an embodiment of the present invention;
图3a示出根据本发明一实施例的一种肺超评分图;Figure 3a shows a lung ultrasound scoring chart according to an embodiment of the present invention;
图3b示出根据本发明一实施例的一种肺超评分图;Fig. 3b shows a lung ultrasonography chart according to an embodiment of the present invention;
图4示出根据本发明一实施例的另一种肺超评分图;Figure 4 shows another lung ultrasonography chart according to an embodiment of the present invention;
图5示出根据本发明一实施例的肺超报告的示意图;Figure 5 shows a schematic diagram of a lung ultrasound report according to an embodiment of the present invention;
图6示出根据本发明一实施例的在第一种形式的肺超评分图中查看肺部超声图像的示意图;FIG. 6 shows a schematic diagram of viewing an ultrasound image of the lung in a first form of lung ultrasound scoring map according to an embodiment of the present invention; FIG.
图7示出根据本发明一实施例的在显示界面上显示多个肺超评分图的示意图;FIG. 7 shows a schematic diagram of displaying multiple lung ultrasonography charts on a display interface according to an embodiment of the present invention;
图8示出根据本发明一实施例的选择多个肺超评分图进行对比评估的示意图;FIG. 8 shows a schematic diagram of selecting multiple lung ultrasonograms for comparative evaluation according to an embodiment of the present invention; FIG.
图9示出根据本发明另一实施例的超声图像分析方法的示意性流程图;FIG. 9 shows a schematic flowchart of an ultrasound image analysis method according to another embodiment of the present invention;
图10示出根据本发明又一实施例的超声成像方法的示意性流程图。Fig. 10 shows a schematic flowchart of an ultrasound imaging method according to another embodiment of the present invention.
具体实施方式Detailed ways
为了使得本发明的目的、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发明的示例实施例。显然,所描述的实施例仅仅是本发明的一 部分实施例,而不是本发明的全部实施例,应理解,本发明不受这里描述的示例实施例的限制。基于本发明中描述的本发明实施例,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发明的保护范围之内。In order to make the objectives, technical solutions, and advantages of the present invention more obvious, the exemplary embodiments according to the present invention 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 invention, rather than all the embodiments of the present invention, and it should be understood that the present invention is not limited by the exemplary embodiments described herein. Based on the embodiments of the present invention described in the present invention, all other embodiments obtained by those skilled in the art without creative work should fall within the protection scope of the present invention.
在下文的描述中,给出了大量具体的细节以便提供对本发明更为彻底的理解。然而,对于本领域技术人员而言显而易见的是,本发明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,为了避免与本发明发生混淆,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 the present invention. However, it is obvious to those skilled in the art that the present invention can be implemented without one or more of these details. In other examples, in order to avoid confusion with the present invention, some technical features known in the art are not described.
应当理解的是,本发明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,并且将本发明的范围完全地传递给本领域技术人员。It should be understood that the present invention 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 invention 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发明的限制。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 invention. 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, components, and/or groups. As used herein, the term "and/or" includes any and all combinations of related listed items.
为了彻底理解本发明,将在下列的描述中提出详细的步骤以及详细的结构,以便阐释本发明提出的技术方案。本发明的较佳实施例详细描述如下,然而除了这些详细描述外,本发明还可以具有其他实施方式。In order to thoroughly understand the present invention, detailed steps and detailed structures will be proposed in the following description to explain the technical solution proposed by the present invention. The preferred embodiments of the present invention are described in detail as follows. However, in addition to these detailed descriptions, the present invention may also have other embodiments.
下面,首先参考图1描述根据本发明一个实施例的超声成像系统,图1示出了根据本发明实施例的超声成像系统100的示意性结构框图。Hereinafter, first, an ultrasound imaging system according to an embodiment of the present invention will be described with reference to FIG. 1. FIG. 1 shows a schematic structural block diagram of an ultrasound imaging system 100 according to an embodiment of the present invention.
如图1所示,超声成像系统100包括超声探头110、发射电路112、接收电路114、波束合成电路116、处理器118、显示器120、发射/接收选择开关122以及存储器124。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。As shown in FIG. 1, the ultrasound imaging system 100 includes an ultrasound probe 110, a transmitting circuit 112, a receiving circuit 114, a beam combining circuit 116, a processor 118, a display 120, a transmitting/receiving selection switch 122 and a memory 124. Wherein, the transmitting circuit 112 and the receiving circuit 114 can be connected to the ultrasonic probe 110 through the transmitting/receiving selection switch 122.
超声探头110通常包括多个阵元的阵列。在每次发射超声波时,超声探头110的所有阵元或者部分阵元参与超声波的发射。此时,这些参与超声波发射的阵元中的每个阵元或者每部分阵元分别受到发射脉冲的激励并分别发射超声波,这些阵元分别发射的超声波在传播过程中发生叠加,形成被发射 到目标对象的合成超声波束,例如,该合成超声波束可以为向目标对象(例如人体)的肺部发射的超声波。The ultrasound probe 110 generally includes an array of multiple array elements. Each time an ultrasonic wave is transmitted, all or some of the array elements of the ultrasonic probe 110 participate in the transmission of the ultrasonic wave. At this time, each of the array elements or parts of the array elements participating in the ultrasonic emission is excited by the emission pulse and emits ultrasonic waves respectively. The ultrasonic waves emitted by these array elements are superimposed during the propagation process to form the The synthetic ultrasonic beam of the target object, for example, the synthetic ultrasonic beam may be an ultrasonic wave emitted to the lungs of the target object (for example, a human body).
在超声成像过程中,发射电路112将经过延迟聚焦的具有一定幅度和极性的发射脉冲通过发射/接收选择开关122发送到超声探头110。超声探头110受发射脉冲的激励,向扫描目标对象发射超声波,经一定延时后接收从目标区域反射和/或散射回来的带有扫描目标的信息的超声回波,并将此超声回波重新转换为电信号。接收电路114接收超声探头110转换生成的电信号,获得超声回波信号,并将这些超声回波信号送入波束合成电路116。波束合成电路116对超声回波信号进行聚焦延时、加权和通道求和等处理,然后将超声回波信号送入处理器118进行相关的信号处理During the ultrasound imaging process, the transmitting circuit 112 transmits delayed-focused transmission pulses with a certain amplitude and polarity to the ultrasound probe 110 through the transmission/reception selection switch 122. The ultrasonic probe 110 is excited by the transmitted pulse to transmit ultrasonic waves to the scanning target object, and after a certain delay, it receives the ultrasonic echo with the information of the scanning target reflected and/or scattered from the target area, and regenerates the ultrasonic echo. Converted into electrical signals. The receiving circuit 114 receives the electrical signals converted and generated by the ultrasonic probe 110 to obtain ultrasonic echo signals, and sends these ultrasonic echo signals to the beam synthesis circuit 116. The beam synthesis circuit 116 performs processing such as focus delay, weighting and channel summation on the ultrasonic echo signal, and then sends the ultrasonic echo signal to the processor 118 for related signal processing
发射/接收选择开关122也可以被称为发送/接收控制器,其可以包括发送控制器和接收控制器,发送控制器用于激励超声探头110经由发射电路112向目标对象(例如人体)发射超声波;接收控制器用于通过超声探头110经由接收电路114接收从目标对象返回的超声回波。The transmitting/receiving selection switch 122 may also be called a transmitting/receiving controller, which may include a transmitting controller and a receiving controller. The transmitting controller is used to excite the ultrasonic probe 110 to transmit ultrasonic waves to a target object (such as a human body) via the transmitting circuit 112; The receiving controller is used to receive the ultrasonic echo returned from the target object via the receiving circuit 114 through the ultrasonic probe 110.
处理器118可以对基于超声回波得到的超声回波信号进行处理,得到目标对象的超声图像。例如,超声回波信号经过波束合成电路116进行波束合成处理。处理器118得到的超声图像可以存储于存储器124中。并且,超声图像可以在显示器120上显示。更详细的描述可以参见本说明书的后续实施例。The processor 118 may process the ultrasonic echo signal obtained based on the ultrasonic echo to obtain an ultrasonic image of the target object. For example, the ultrasonic echo signal undergoes beam synthesis processing through the beam synthesis circuit 116. The ultrasound image obtained by the processor 118 may be stored in the memory 124. And, the ultrasound image may be displayed on the display 120. For more detailed description, please refer to the subsequent embodiments of this specification.
处理器118可以是中央处理单元(CPU)、图像处理单元(GPU)、专用集成电路(ASIC)、现场可编程门阵列(FPGA)或者具有数据处理能力和/或指令执行能力的其它形式的处理单元,并且可以控制超声成像系统中的其它组件以执行期望的功能。例如,处理器118能够包括一个或多个嵌入式处理器、处理器核心、微型处理器、逻辑电路、硬件有限状态机(FSM)、数字信号处理器(DSP)、图像处理单元(GPU)或它们的组合。The processor 118 may be a central processing unit (CPU), an image processing unit (GPU), an application specific integrated circuit (ASIC), a field programmable gate array (FPGA), or other forms of processing with data processing capabilities and/or instruction execution capabilities Unit, and can control other components in the ultrasound imaging system to perform desired functions. For example, the processor 118 can include one or more embedded processors, processor cores, microprocessors, logic circuits, hardware finite state machines (FSM), digital signal processors (DSP), image processing units (GPU), or Their combination.
显示器120与处理器118连接,显示器120可以为触摸显示屏、液晶显示屏等;或者显示器120可以为独立于超声成像系统100之外的液晶显示器、电视机等独立显示设备;或者显示器120可以是智能手机、平板电脑等电子设备的显示屏,等等。其中,显示器120的数量可以为一个或多个。显示器120可以显示处理器118得到的超声图像和评分结果。此外,显示器120在显示超声图像的同时还可以提供给用户进行人机交互的图形界面,在图形界 面上设置一个或多个被控对象,提供给用户利用人机交互装置输入操作指令来控制这些被控对象,从而执行相应的控制操作。例如,图形界面上显示图标,利用人机交互装置可以对该图标进行操作,用来执行特定的功能,例如选择肺超评分图进行对比的功能。The display 120 is connected to the processor 118, and the display 120 may be a touch screen, a liquid crystal display, etc.; or the display 120 may be an independent display device such as a liquid crystal display, a television, etc., independent of the ultrasound imaging system 100; or the display 120 may be Displays of electronic devices such as smartphones and tablets, etc. Wherein, the number of the display 120 may be one or more. The display 120 can display the ultrasound image and the scoring result obtained by the processor 118. In addition, the display 120 can also provide the user with a graphical interface for human-computer interaction while displaying the ultrasound image. One or more controlled objects are set on the graphical interface, and the user can use the human-computer interaction device to input operation instructions to control these. Controlled object, so as to perform the corresponding control operation. For example, an icon is displayed on a graphical interface, and the icon can be operated using a human-computer interaction device to perform a specific function, such as the function of selecting a lung ultrasonography chart for comparison.
可选地,超声成像系统100还可以包括显示器120之外的其他人机交互装置,其与处理器118连接,比如,处理器118可以通过外部输入/输出端口与人机交互装置连接,外部输入/输出端口可以是无线通信模块,也可以是有线通信模块,或者两者的组合。外部输入/输出端口也可基于USB、如CAN等总线协议、和/或有线网络协议等来实现。Optionally, the ultrasound imaging system 100 may also include other human-computer interaction devices other than the display 120, which are connected to the processor 118. For example, the processor 118 may be connected to the human-computer interaction device through an external input/output port, and the external input The output port can be a wireless communication module, a wired communication module, or a combination of the two. The external input/output ports can also be implemented based on USB, bus protocols such as CAN, and/or wired network protocols.
其中,人机交互装置可以包括输入设备,用于检测用户的输入信息,该输入信息比如可以是对超声波发射/接收时序的控制指令,可以是对超声图像进行编辑和标注等的操作输入指令,或者还可以包括其他指令类型。输入设备可以包括键盘、鼠标、滚轮、轨迹球、移动式输入设备(比如带触摸显示屏的移动设备、手机等等)、多功能旋钮等等其中之一或者多个的结合。人机交互装置还可以包括诸如打印机之类的输出设备,例如以用于打印超声报告。Among them, the human-computer interaction device may include an input device for detecting user input information. The input information may be, for example, a control instruction for the ultrasound transmission/reception timing, or an operation input instruction for editing and marking the ultrasound image. Or other instruction types can also be included. The input device may include one or a combination of a keyboard, a mouse, a scroll wheel, a trackball, a mobile input device (such as a mobile device with a touch display screen, a mobile phone, etc.), a multi-function knob, and so on. The human-computer interaction device may also include an output device such as a printer, for example, for printing ultrasound reports.
存储器124可以用于存储处理器118执行的指令,用于存储接收到的超声回波信号,用于存储超声图像,等等。存储器124可以为闪存卡、固态存储器、硬盘等。其可以为易失性存储器和/或非易失性存储器,为可移除存储器和/或不可移除存储器等。The memory 124 may be used to store instructions executed by the processor 118, used to store received ultrasound echo signals, used to store ultrasound images, and so on. The memory 124 may be a flash memory card, a solid state memory, a hard disk, and so on. It may be volatile memory and/or non-volatile memory, removable memory and/or non-removable memory, etc.
应理解,图1所示的超声成像系统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。It should be understood that the components included in the ultrasound imaging system 100 shown in FIG. 1 are only schematic, and may include more or fewer components. The present invention is not limited to this.
下面,将参考图2描述根据本发明实施例的超声图像分析方法。图2是本发明实施例的超声图像分析方法200的一个示意性流程图。Hereinafter, an ultrasound image analysis method according to an embodiment of the present invention will be described with reference to FIG. 2. FIG. 2 is a schematic flowchart of an ultrasound image analysis method 200 according to an embodiment of the present invention.
如图2所示,方法200包括如下步骤:As shown in FIG. 2, the method 200 includes the following steps:
在步骤S210,获取肺部超声图像。In step S210, an ultrasound image of the lung is acquired.
作为一种实现方式,步骤S210可以包括:从存储介质中读取预先存储的肺部超声图像。则对获取到的肺部超声图像进行分析的过程可以是在获取肺部超声图像之后的任何时刻进行的。可以从本机的存储介质(例如存储器124)中读取存储的肺部超声图像,也可以通过有线或无线网络从其他设备的存储介质中读取存储的肺部超声图像。As an implementation manner, step S210 may include: reading a pre-stored ultrasound image of the lung from a storage medium. Then, the process of analyzing the acquired lung ultrasound image can be performed at any time after the lung ultrasound image is acquired. The stored ultrasound image of the lung can be read from the storage medium of the machine (for example, the memory 124), or the stored ultrasound image of the lung can be read from the storage medium of other devices via a wired or wireless network.
作为另一种实现方式,步骤S210可以包括:实时采集所述肺部超声图像。As another implementation manner, step S210 may include: acquiring the lung ultrasound image in real time.
其中,实时采集肺部超声图像的步骤可以包括:首先,向目标对象的肺部发射超声波,并接收基于所述超声波的超声回波,得到超声回波信号;接着,根据所述超声回波信号得到所述目标对象的肺部超声图像。示例性地,目标对象可以是指待检测的人体或者人体的待检测部位。Wherein, the step of acquiring an ultrasound image of the lung in real time may include: firstly, transmitting an ultrasound wave to the lung of the target object, and receiving an ultrasound echo based on the ultrasound to obtain an ultrasound echo signal; then, according to the ultrasound echo signal Obtain an ultrasound image of the lung of the target object. Exemplarily, the target object may refer to a human body to be detected or a part of the human body to be detected.
具体地,结合图1,可以由发射/接收选择开关122激励超声探头110经由发射电路112向目标对象(例如人体)的肺部发射超声波,并通过超声探头110经由接收电路114接收从目标对象的肺部返回的超声回波,并转换为超声回波信号。之后,可以由波束合成模块116进行波束合成处理,然后将该波束合成的超声回波信号送入处理器118进行相关的处理,从而得到肺部超声图像。另外,本发明实施例中的肺部超声图像可以是对超声回波信号进行一系列信号处理后得到的,例如包括:模数转换、波束合成、IQ(同相正交,in-phase quadrature)解调、对数压缩、灰度转换等等。Specifically, in conjunction with FIG. 1, the transmission/reception selection switch 122 may be used to excite the ultrasonic probe 110 to transmit ultrasonic waves to the lungs of a target object (such as a human body) via the transmitter circuit 112, and receive the ultrasonic waves from the target object via the receiver circuit 114 through the ultrasonic probe 110. The ultrasound echo returned from the lungs is converted into an ultrasound echo signal. After that, the beam synthesis module 116 may perform beam synthesis processing, and then send the beam synthesized ultrasound echo signal to the processor 118 for related processing, so as to obtain an ultrasound image of the lung. In addition, the lung ultrasound image in the embodiment of the present invention may be obtained after performing a series of signal processing on the ultrasound echo signal, for example, including: analog-to-digital conversion, beam synthesis, IQ (in-phase quadrature, in-phase quadrature) solution. Tuning, logarithmic compression, grayscale conversion, etc.
在一个实施例中,针对肺部的每个肺区,分别采集一帧或多帧肺部超声图像,并存储在存储器124中。其中,可以将左肺部和右肺部分别划分为至少2个肺区,例如,可以将左肺部和右肺部分别划分为3个、4个或6个肺区等,在成像过程中针对每个肺区采集一帧或多帧肺部超声图像。In one embodiment, for each lung area of the lung, one or more frames of lung ultrasound images are respectively collected and stored in the memory 124. Among them, the left lung and the right lung can be divided into at least two lung regions, for example, the left lung and the right lung can be divided into 3, 4, or 6 lung regions respectively, etc., during the imaging process Acquire one or more frames of lung ultrasound images for each lung area.
在步骤S220,识别肺部超声图像中各个肺区的超声征象。In step S220, the ultrasound signs of each lung area in the lung ultrasound image are identified.
其中,超声征象是指用于表征肺部特异性的特征,例如,肺部的超声征象可以包括:蝙蝠征、肺滑移征、沙滩征、平流层征、彗星尾征、肺点征、实性组织征、液性暗区等等。在本实施例中,可以识别其中的部分超声征象以进行评分,例如,B线、肺实变和胸腔积液。Among them, ultrasound signs refer to specific characteristics of the lungs. For example, the ultrasound signs of the lungs can include: bat sign, lung slip sign, beach sign, stratospheric sign, comet tail sign, lung spot sign, and Sexual tissue signs, liquid dark areas and so on. In this embodiment, some of the ultrasound signs can be identified for scoring, such as B-line, lung consolidation, and pleural effusion.
其中,B线(也称为“彗尾征”)是从胸膜线出现延伸至屏幕底部的离散垂直混响伪像影,不发生失落,与肺滑行同步运动。超声图像中出现大量B线声影是肺间质综合征的征象,其数量随着空气含量的降低和肺组织密度的增加而增多,因而B线可用于诊断肺水肿,判断肺通气程度。此外,正常肺组织在同一视野内有时也可看见0-2条孤立的B线。具体地,正常肺组织由于充满气体,声波完全散射,超声下只能看到胸膜线和A线,即与胸膜线平行、重复的数条高回声线。当肺实质疾病(如肺水肿、肺炎或急性肺损伤)引发静水压增高或毛细血管通透性增加导致小叶隔增宽时,由于空气含量降低,一些渗出液、漏出液、胶原及血液等会使肺密度增加,肺与周围组织之间的 回声失落效应也随之减少,超声便能一定程度上反映更深区域的影像从而产生一些垂直混合回声,即上述的B线。根据B线区域的宽度,又可分为单条B线和弥漫型B线。Among them, the B-line (also known as the "comet tail sign") is a discrete vertical reverberation artifact that extends from the pleural line to the bottom of the screen, without loss, and moving synchronously with the lungs. A large number of B-line acoustic shadows in ultrasound images are signs of pulmonary interstitial syndrome, and the number increases with the decrease of air content and the increase of lung tissue density. Therefore, B-line can be used to diagnose pulmonary edema and determine the degree of lung ventilation. In addition, in normal lung tissue, 0-2 isolated B lines can sometimes be seen in the same field of view. Specifically, because the normal lung tissue is full of gas and the sound waves are completely scattered, only the pleural line and the A-line can be seen under ultrasound, that is, several hyperechoic lines parallel to the pleural line and repeated. When lung parenchymal diseases (such as pulmonary edema, pneumonia, or acute lung injury) cause increased hydrostatic pressure or increased capillary permeability to widen the lobular septum, due to the decreased air content, some exudate, leaked fluid, collagen and blood As the lung density increases, the echo loss effect between the lung and surrounding tissues is also reduced. Ultrasound can reflect the image of the deeper area to a certain extent and produce some vertical mixed echoes, which is the above-mentioned B-line. According to the width of the B-line area, it can be divided into a single B-line and a diffuse B-line.
当肺部含气量进一步降低,肺部组织实质化,声像可视为一个与肝脏和脾脏回声类似的实体组织。肺实质化是一个进展性的结果,肺栓塞、肺内癌症转移、压迫或阻塞性肺不张和肺挫伤均能导致这种结果。边缘组织实质化,空气和液体的存在或血管融合等征象也进一步提示肺实质化。When the air content of the lungs is further reduced and the lung tissues become substantial, the sound image can be regarded as a solid tissue similar to the echoes of the liver and spleen. Pulmonary materialization is a progressive result, which can be caused by pulmonary embolism, cancer metastasis in the lung, compressed or obstructive atelectasis, and lung contusion. Signs of marginal tissue materialization, the presence of air and fluid, or vascular fusion also further indicate lung materialization.
当存在胸腔积液时,将胸膜线和肺表面分离,与上下肋骨的声影构成四边形的形状,四边形征可以作为各种胸腔积液的特征性征象。此外,正弦波征也是胸腔积液的一种征象,是指利用M型超声扫查时显示的肺表面线随呼吸的搏动向胸膜线方向运动而呈现类似正弦波样的改变。When there is pleural effusion, the pleural line is separated from the lung surface, and the sound shadow of the upper and lower ribs forms a quadrilateral shape. The quadrilateral sign can be used as a characteristic sign of various pleural effusions. In addition, the sine wave sign is also a sign of pleural effusion, which means that the surface line of the lung displayed during M-mode ultrasound scanning moves toward the pleural line with the pulsation of breathing and presents a sine wave-like change.
在本发明实施例中,可以采用自动识别、手动识别、或自动识别与手动识别相结合的方法识别肺部超声图像中的超声征象。In the embodiment of the present invention, automatic identification, manual identification, or a combination of automatic identification and manual identification can be used to identify the ultrasound signs in the lung ultrasound image.
例如,当采用自动识别时,可以利用训练好的神经网络模型自动识别肺部超声图像中的超声征象。具体地,可以训练神经网络模型以使机器通过目标检测算法识别超声征象,所采用的目标检测算法可包括Faster RCNN等。For example, when automatic recognition is used, the trained neural network model can be used to automatically recognize the ultrasound signs in the lung ultrasound images. Specifically, the neural network model can be trained to enable the machine to recognize ultrasonic signs through a target detection algorithm. The target detection algorithm used may include Faster RCNN and the like.
示例性地,训练神经网络模型的步骤包括:对肺部超声图像中的超声征象进行标记,并作为训练样本输入神经网络进行训练,直到模型收敛,从而获得训练好的神经网络模型。之后,则可以将步骤S210中获取的肺部超声图像输入至该神经网络模型中,并输出其中超声征象的识别结果。Exemplarily, the step of training the neural network model includes: marking the ultrasound signs in the lung ultrasound image and inputting the neural network as a training sample for training until the model converges, thereby obtaining a trained neural network model. After that, the lung ultrasound image acquired in step S210 can be input into the neural network model, and the recognition result of the ultrasound signs therein can be output.
除此之外,也可采用传统图像处理方法识别超声征象。例如,由于B线是从胸膜线出现延伸至屏幕底部的离散垂直混响伪像影,不发生失落。因此可根据此特点,可以通过检测声束线方向的垂直线状特征的方式识别B线。线状特征的识别可以通过模板匹配等方式实现。In addition, traditional image processing methods can also be used to identify ultrasound signs. For example, since the B line is a discrete vertical reverberation artifact that extends from the pleural line to the bottom of the screen, no loss occurs. Therefore, based on this feature, the B line can be identified by detecting the vertical linear feature in the direction of the sound beam. The recognition of linear features can be achieved through template matching and other methods.
在一个实施例中,识别到超声征象之后,还可以对其进行定量分析,以获得超声征象的相关参数。作为示例,当识别的超声征象为B线时,主要计算参数包括B线个数、B线覆盖百分比、相邻B线之间的间隔等。其中B线个数为识别到的B线总条数,B线覆盖百分比为B线所占区域占肺部检测区域的百分比,相邻B线间间隔为胸膜线位置处B线之间的距离。In one embodiment, after the ultrasound signs are identified, they can also be quantitatively analyzed to obtain relevant parameters of the ultrasound signs. As an example, when the recognized ultrasound sign is a B-line, the main calculation parameters include the number of B-lines, the coverage percentage of the B-line, the interval between adjacent B-lines, and so on. The number of B lines is the total number of recognized B lines, the coverage percentage of B line is the percentage of the area occupied by the B line in the lung detection area, and the interval between adjacent B lines is the distance between the B lines at the position of the pleural line .
在本发明实施例中,可以通过如上所述的方法全自动地识别超声征象,也可以由用户手动识别并标记超声征象,或者也可以采用自动和手动结合的 方法来识别超声征象。例如,可以通过采用自动识别方法识别相对易于识别的B线,通过手动标记肺实变、胸腔积液等复杂病症。In the embodiment of the present invention, the ultrasonic signs can be automatically recognized by the above-mentioned method, the ultrasonic signs can also be manually recognized and marked by the user, or the ultrasonic signs can be recognized by a combination of automatic and manual methods. For example, automatic identification methods can be used to identify the relatively easy-to-identify B-line, and complex diseases such as lung consolidation and pleural effusion can be manually marked.
对各个肺区的肺部超声图像进行识别之后,可以基于识别结果选择最具代表性的一帧或多帧肺部超声图像的识别结果作为最终结果。例如,可以选择B线个数最多的一帧或多帧肺部超声图像的识别结果,或者B线百分比最大的一帧或多帧肺部超声图像的识别结果。具体的选择准则可以由用户设定。After the lung ultrasound images of each lung area are recognized, the most representative one or more frames of lung ultrasound images can be selected as the final result based on the recognition results. For example, the recognition result of one or more frames of lung ultrasound images with the largest number of B-lines, or the recognition result of one or more frames of lung ultrasound images with the largest percentage of B-lines can be selected. The specific selection criteria can be set by the user.
在步骤S230,根据所述超声征象,对所述各个肺区进行评分,以生成评分结果。In step S230, the various lung regions are scored according to the ultrasound signs to generate a score result.
其中,所述评分结果标识肺部各个肺区的损伤程度。作为示例,评分结果越高,肺部损伤情况越严重。在本发明实施例中,可以采用临床中常用的各种评分标准进行评分,例如肺超通气评分方法,也可以采用新的评分标准进行评分。Wherein, the scoring result identifies the degree of damage of each lung area of the lung. As an example, the higher the score, the more severe the lung damage. In the embodiment of the present invention, various scoring standards commonly used in clinical practice can be used for scoring, such as the pulmonary superventilation scoring method, or new scoring standards can be used for scoring.
在一个实施例中,可以根据步骤S220中识别到的B线数目、肺实变以及胸腔积液对各个肺区进行评分。In one embodiment, each lung area can be scored according to the number of B lines, lung consolidation, and pleural effusion identified in step S220.
例如,当检测到0-2根孤立的B线时,表示肺部正常通气,则记为0分。当识别到多条间隔清晰的B线,即检测到3条以上单条B线时,表示中度肺组织失气化,则记为1分。当识别到密集融合的B线,即出现混叠B线时,表示重度肺组织失气化,记为2分。当出现肺实变或肺实变合并胸腔积液时,记为3分。For example, when 0-2 isolated B lines are detected, it means that the lungs are normally ventilated, and it is scored as 0 points. When multiple B-lines with clear intervals are recognized, that is, more than 3 single B-lines are detected, it means that the lung tissue is at a moderate aeration, which is scored as 1 point. When a densely fused B-line is identified, that is, an aliased B-line appears, it indicates severe lung tissue degassing, which is scored as 2 points. When there is lung consolidation or lung consolidation with pleural effusion, it is scored as 3 points.
为了便于定量分析,评分形式可以为数字,如0-3。然而,评分形式也可以为文字,如N,B1,B2,C,其分别对应不同的严重程度。步骤S230中,不仅可以基于单张肺部超声图像得到单个肺区的得分,还可以将各个肺区的得分相加,得到肺部整体得分。In order to facilitate quantitative analysis, the scoring format can be a number, such as 0-3. However, the scoring format can also be text, such as N, B1, B2, C, which correspond to different severity levels. In step S230, not only can the score of a single lung area be obtained based on a single lung ultrasound image, but also the scores of each lung area can be added to obtain the overall score of the lung.
示例性地,所述评分可以是自动评分,例如系统自动将超声征象识别结果转换为评分结果。或者,在训练神经网络模型时,使神经网络模型直接输出评分结果。也可以有用户根据步骤S220中识别到的超声征象手动评分。Exemplarily, the scoring may be an automatic scoring, for example, the system automatically converts the ultrasound sign recognition result into a scoring result. Or, when training the neural network model, the neural network model directly outputs the scoring result. It is also possible for the user to manually score according to the ultrasound signs identified in step S220.
在一个实施例中,在生成评分之后,可以向用户提供操作界面,使用户能够通过操作界面确认或修改各个肺区的评分。用户确认步骤S230中获得的评分之后,再继续执行步骤S240。在另一个实施例中,在步骤S220中识别到超声征象之后,也可以向用户提供操作界面,使用户能够通过操作界面确认或删除识别到的超声征象。当然,上述操作界面并不是必需的,也可以不 通过用户的操作,直接执行后续步骤。In one embodiment, after the score is generated, an operation interface may be provided to the user, so that the user can confirm or modify the score of each lung region through the operation interface. After the user confirms the score obtained in step S230, step S240 is continued. In another embodiment, after the ultrasonic signs are recognized in step S220, an operation interface may also be provided to the user, so that the user can confirm or delete the recognized ultrasonic signs through the operation interface. Of course, the above-mentioned operation interface is not necessary, and the subsequent steps can be performed directly without the user's operation.
在步骤S240,在显示界面上显示肺超评分图,所述肺超评分图包括肺部图形以及显示在所述肺部图形各个肺区处的标识,所述标识用于表征对应肺区的所述评分结果。In step S240, a lung ultrasound scoring chart is displayed on the display interface, the lung ultrasound scoring chart includes a lung graphic and an identifier displayed at each lung region of the lung graphic, and the identifier is used to characterize all of the corresponding lung regions. Describe the scoring results.
其中,用户根据显示在肺部图形各个肺区处的标识,可以快速了解各个肺区的评分结果,从而向医生直观呈现患者的肺部损伤程度,便于对患者的健康状态进行监测,有助于医生对患者后续的针对性处理。肺部图形可以是体现肺部形状的结构图,该结构图可以例如图3a、图3b和图4中示出的二维示意图,也可以是三维立体图;结构图可以是如图3a、图3b和图4中示出的线条模型图,也可以是渲染图。肺部图形还可以是与肺部有等比例或近似比例结构关系的其他指示图,例如可以是一分为二的矩形指示图。本发明对于肺部图形的具体呈现方式并不做限定。Among them, the user can quickly understand the scoring results of each lung area according to the marks displayed at each lung area in the lung graph, so as to visually present the patient's lung damage to the doctor, which is convenient for monitoring the patient's health status and helps Follow-up targeted treatment by doctors to patients. The lung graphic can be a structural diagram that reflects the shape of the lung. The structural diagram can be, for example, the two-dimensional schematic diagram shown in Figure 3a, Figure 3b and Figure 4, or a three-dimensional diagram; the structural diagram can be as shown in Figure 3a, Figure 3b. The line model diagram shown in FIG. 4 may also be a rendering diagram. The lung graphics can also be other indicators that have a structural relationship with the lungs in equal or approximate proportions, for example, it can be a rectangular indicator that is divided into two. The present invention does not limit the specific presentation mode of the lung graphics.
在一个实施例中,步骤S240包括:在显示界面上显示单次评分的肺超评分(Lung Ultrasound Score,LUS)图。也就是说,在显示界面上只显示一张肺超评分图,该肺超评分图中只包括一个肺部图形。基于单张的肺超评分图,既可直观显示多个肺区损伤情况,也可以使用户快速总览肺部总体情况,从而判断肺部的哪一部分的损伤更为严重。在一些示例中,也可基于肺超评分图显示单个肺区的损伤情况。可根据用户输入确定显示哪一肺区的评分结果,也可按照系统内预设的顺序确定显示哪一肺区的评分结果。还可以结合肺区的评分情况确定将显示哪一肺区或哪几个肺区的损伤情况。例如,处理器118控制显示器按照评分结果超出预设评分阈值的一个或多个肺区的损伤情况。In one embodiment, step S240 includes: displaying a single-scored lung ultra-score (LUS) graph on the display interface. That is to say, only one lung ultra-score map is displayed on the display interface, and the lung ultra-score map includes only one lung graphic. Based on a single lung ultra-score map, it can visually display the damage of multiple lung areas, and it can also allow users to quickly overview the overall condition of the lungs, thereby judging which part of the lungs is more severely damaged. In some examples, the damage of a single lung area can also be displayed based on the lung ultra-score map. The scoring result of which lung area is displayed can be determined according to the user input, and the scoring result of which lung area is displayed can also be determined according to the preset order in the system. It can also be combined with the score of the lung area to determine which lung area or several lung areas will be displayed for damage. For example, the processor 118 controls the display according to the damage condition of one or more lung regions whose scoring result exceeds a preset scoring threshold.
在一个实施例中,处理器118还可控制显示器提供一个或多个肺区的动态显示效果。结合图3a的示意图,处理器118可以控制显示器按照1R肺区、2R肺区、3R肺区、4R肺区的顺序显示右肺各个肺区的损伤情况,处理器118可以控制显示器按照1R肺区、1L肺区、2R肺区、2L肺区…的顺序交替显示右肺和左肺各个肺区的损伤情况。还可以结合肺区的评分情况确定将显示哪一肺区或哪几个肺区的损伤情况。例如,处理器118控制显示器按照评分结果的高低依次显示一个或多个肺区的损伤情况。In one embodiment, the processor 118 may also control the display to provide dynamic display effects of one or more lung regions. Combined with the schematic diagram of FIG. 3a, the processor 118 can control the display to display the damage of each lung area of the right lung in the order of 1R lung area, 2R lung area, 3R lung area, and 4R lung area. The processor 118 can control the display to display the damage of each lung area of the right lung according to the 1R lung area. , 1L lung area, 2R lung area, 2L lung area... alternately show the damage of each lung area of the right lung and left lung. It can also be combined with the score of the lung area to determine which lung area or several lung areas will be displayed for damage. For example, the processor 118 controls the display to sequentially display the injury status of one or more lung regions according to the level of the scoring result.
作为示例,所述标识可以包括图形。所述图形可以以不同的颜色、亮度、纹理、纹理密度、图案、图案密度、填充面积或形状中的一种或多种来表征所述评分结果的分值高低。例如,可以根据分值的高低将不同颜色的图形显 示在肺部图形的相应肺区的位置处,根据图形的颜色,用户可以快速获得相应肺区的评分。As an example, the logo may include graphics. The graphics may use one or more of different colors, brightness, texture, texture density, patterns, pattern density, filling area, or shape to characterize the score of the scoring result. For example, graphics of different colors can be displayed at the location of the corresponding lung area of the lung graphics according to the level of the score. According to the color of the graphics, the user can quickly obtain the score of the corresponding lung area.
为了便于理解,本发明实施例给出了两种肺超评分图的可视化实现形式,如图3a、图3b和图4所示。In order to facilitate understanding, the embodiment of the present invention provides two visualization implementation forms of lung ultra-score maps, as shown in Fig. 3a, Fig. 3b and Fig. 4.
首先参照图3a,在第一种形式的肺超评分图中,在肺部图形的各个肺区位置处显示用于表征评分结果的标识,而肺部超声图像可以在点击标识之后显示。这种形式的肺超评分图较为简洁、直观,能够将评分结果的信息快速传达给用户。各个肺区的分界线可以显示出来,也可以如图3a中所示不显示肺区之间的分界。First, referring to Fig. 3a, in the first form of lung ultrasound scoring map, the marks used to characterize the scoring results are displayed at the positions of each lung area of the lung graph, and the lung ultrasound image can be displayed after clicking the mark. This form of lung ultrasonography scoring map is relatively simple and intuitive, and can quickly convey the information of the scoring result to the user. The dividing line of each lung area may be displayed, or the dividing line between lung areas may not be displayed as shown in Fig. 3a.
在一个实施例中,所述标识可以是不同颜色的色块或色框,每种颜色的色块或色框代表一个所述评分结果的分值。色块或色框的形状不限于某一种,例如可以为圆形、方形、三角形等。不同肺区的标识可以相同,也可以不同。图3a中将所述标识例示为具有不同纹理的圆形图形,但可以理解的是,在实际应用时,可以将不同的纹理替换为不同的颜色。In an embodiment, the identifier may be a color block or color frame of different colors, and the color block or color frame of each color represents a score of the scoring result. The shape of the color block or color frame is not limited to a certain one, for example, it may be a circle, a square, a triangle, or the like. The identification of different lung regions can be the same or different. In FIG. 3a, the logo is exemplified as circular graphics with different textures, but it is understandable that in actual application, different textures can be replaced with different colors.
根据分值的高低,所述标识的颜色可以具有一定的变化规律,以便于用户理解和记忆,例如标识的颜色可以随着分值的增加由深到浅、或由一个色系转变为另一个色系。作为示例,可以以绿色表示0分,黄色表示1分,橙色表示2分,红色表示3分。According to the value of the score, the color of the logo can have a certain change rule to facilitate users to understand and remember. For example, the color of the logo can change from dark to light, or from one color system to another as the score increases. Color system. As an example, green means 0 points, yellow means 1 point, orange means 2 points, and red means 3 points.
在一个实施例中,所述标识还包括显示于所述色块或色框中的评分结果的分值(未图示),从而以图形和文字两种形式体现评分结果。但需要注意的是,在其他实施例中,也可以在图形内部显示相应肺区的编号,如图3a所示,其中1R、2R、3R和4R代表右侧1至4肺区,1L、2L、3L和4L分别代表左侧1至4肺区。In one embodiment, the mark further includes the score (not shown) of the scoring result displayed in the color block or color box, so that the scoring result is represented in two forms of graphics and text. However, it should be noted that in other embodiments, the number of the corresponding lung area can also be displayed inside the graph, as shown in Figure 3a, where 1R, 2R, 3R, and 4R represent the right lung areas 1 to 4, 1L, 2L , 3L and 4L represent the left 1 to 4 lung regions, respectively.
如上所述,当采用上述形式的肺超评分图时,还可以将所述肺超评分图作为回放导航界面,即当接收到对肺超评分图的某一肺区的标识的选择指令时,可以在显示界面上显示该肺区对应的肺部超声图像。具体地,参照图6,若用户在显示界面左侧的肺超评分图上点击1R肺区的标识(此时可以框选或高亮显示该标识),则在显示界面的右侧显示1R肺区对应的肺部超声图像,从而可以详细地回顾诊断图像。As mentioned above, when the above-mentioned form of lung ultra-score map is adopted, the lung ultra-score map can also be used as a playback navigation interface, that is, when a selection instruction for a certain lung area identification of the lung ultra-score map is received, The lung ultrasound image corresponding to the lung area can be displayed on the display interface. Specifically, referring to Figure 6, if the user clicks on the 1R lung area logo on the lung superscore map on the left side of the display interface (you can select or highlight the logo at this time), the 1R lung area will be displayed on the right side of the display interface. Ultrasound image of the lung corresponding to the area, so that the diagnostic image can be reviewed in detail.
在一个实施例中,每个肺区可以与所述肺部超声图像的一帧或多帧对应。即,每个肺区可以在存储器124中对应存储一帧或多帧肺部超声图像。继续 参照图6,当每个肺区对应存储多帧肺部超声图像时,可以在显示界面上(例如可以在肺部超声图像一侧)示出候选超声图像的列表601以供用户选择,并且还可以在列表601中将当前显示的超声图像框选或高亮示出。In one embodiment, each lung area may correspond to one or more frames of the lung ultrasound image. That is, each lung area can store one or more frames of lung ultrasound images in the memory 124 correspondingly. Continuing to refer to FIG. 6, when each lung area corresponds to storing multiple frames of lung ultrasound images, a list 601 of candidate ultrasound images may be displayed on the display interface (for example, on the side of the lung ultrasound image) for the user to select, and It is also possible to frame or highlight the currently displayed ultrasound image in the list 601.
在一个实施例中,继续参照图6,为了显示每个肺区的损伤情况在治疗过程各个阶段的变化,可以在显示界面上显示所选肺区的多次评分结果的评分图表602。所述评分图表602可以是曲线图、折线图、直方图、柱状图等各种形式的图表,所述评分图表602也可以是记录有各次评分结果的表格,本发明对此不做限制。In one embodiment, referring to FIG. 6 continuously, in order to display the changes of the injury condition of each lung area at each stage of the treatment process, a score chart 602 of multiple scoring results of the selected lung area may be displayed on the display interface. The scoring chart 602 may be a graph, a line chart, a histogram, a histogram, and other forms of charts, and the scoring chart 602 may also be a table that records the results of various scorings, which is not limited in the present invention.
作为示例,当评分图表602采用曲线图或折线图时,可以在曲线或折线上用各个点分别表示多次评分的评分结果。此外,可以将当前显示的肺部超声图像的评分结果在所述评分图表中高亮显示,以便于用户判断当前评分结果在图表中的位置。As an example, when the scoring chart 602 adopts a graph or a broken line graph, each point on the curve or a broken line may be used to respectively represent the scoring results of multiple scores. In addition, the currently displayed scoring result of the lung ultrasound image may be highlighted in the scoring chart, so that the user can judge the position of the current scoring result in the chart.
进一步地,评分图表602上的评分结果可以与所选择肺区对应的肺部超声图像具有映射关系。当接收到对所述评分图表602上的评分结果的选择指令时,即当用户点击图表上某一表示评分结果的点或线段时,可以在所述显示界面上显示该次评分结果对应的肺部超声图像,即将当前显示的肺部超声图像替换为所选评分结果对应的肺部超声图像,并将肺部评分图同步切换为该次评分结果对应的肺部评分图。Further, the scoring result on the scoring chart 602 may have a mapping relationship with the lung ultrasound image corresponding to the selected lung area. When a selection instruction for the scoring result on the scoring chart 602 is received, that is, when the user clicks a point or line on the chart that represents the scoring result, the lung corresponding to the scoring result can be displayed on the display interface. Ultrasound image, that is, replace the currently displayed lung ultrasound image with the lung ultrasound image corresponding to the selected scoring result, and synchronously switch the lung scoring chart to the lung scoring chart corresponding to the scoring result.
进一步地,显示界面上还可以用文字603示出评分结果或超声征象识别结果。所述评分结果包括分值,超声征象识别结果例如为肺部超声图像中的B线数目和B线覆盖率。Further, text 603 may also be used on the display interface to show the scoring result or the ultrasound sign recognition result. The scoring result includes a score, and the ultrasound sign recognition result is, for example, the number of B-lines and B-line coverage in the lung ultrasound image.
图3b示出了根据本发明另一实施例的肺超评分图。该肺超评分图在肺部图形的各个肺区位置处显示用于表征评分结果的标识,而肺部超声图像可以在点击标识之后显示。各个肺区的分界线可以如图3b所示显示出来,也可以不显示肺区之间的分界。Fig. 3b shows a lung ultrasonogram according to another embodiment of the present invention. The lung ultrasound scoring map displays markers used to characterize the scoring results at the positions of each lung area of the lung graph, and the lung ultrasound images can be displayed after clicking the markers. The dividing line of each lung area may be displayed as shown in Figure 3b, or the dividing line between lung areas may not be displayed.
图3b的标识为叠加在各个肺区上的覆盖部。覆盖部能够以不同的颜色、亮度、纹理、纹理密度、图案、图案密度和/或填充面积表征评分结果的分值高低。图3b中例示了通过不同纹理来表征分值高低的情况。这种覆盖整个肺区的标识与图3a中所示出的标识相同,在接收到用户选择后标识本身可以高亮/突出显示,同时可以调用显示与该肺区对应的肺部超声图像。在未图示的示例中,可在覆盖部上显示对应肺区的评分结果。The mark in Figure 3b is the overlay superimposed on each lung area. The covering part can characterize the score of the scoring result with different colors, brightness, texture, texture density, patterns, pattern density, and/or filling area. Figure 3b illustrates the use of different textures to characterize the score. The logo covering the entire lung area is the same as the logo shown in FIG. 3a. After receiving the user's selection, the logo itself can be highlighted/highlighted, and at the same time, the lung ultrasound image corresponding to the lung area can be called to display. In an example not shown, the scoring result of the corresponding lung area may be displayed on the covering part.
图4示出了根据本发明另一实施例的第二种形式的肺超评分图。当采用这种形式的肺超评分图时,在肺部图形各个肺区处显示相应肺区的肺部超声图像,表征评分结果的标识与肺部超声图像同步显示。在各个肺区处显示的肺部超声图像可以是该肺区中评分最高的一帧,也可以是由用户手动指定的一帧。根据这种形式的肺超评分图,用户既能够查看各个肺区的评分结果,也能同时在第一时间快速查看各个肺区的超声图像。Fig. 4 shows a second form of lung ultrasound score chart according to another embodiment of the present invention. When this form of lung ultrasound scoring map is adopted, the lung ultrasound images of the corresponding lung regions are displayed at each lung region of the lung graph, and the marks that characterize the scoring result are displayed simultaneously with the lung ultrasound images. The lung ultrasound image displayed at each lung area may be the frame with the highest score in the lung area, or it may be a frame manually designated by the user. According to this form of lung ultrasound scoring map, users can not only view the scoring results of each lung area, but also quickly view the ultrasound images of each lung area at the same time.
作为示例,当标识与肺部超声图像同步显示时,标识可以显示于所述肺部超声图像上,例如,标识可以是显示在肺部超声图像上的边框、角标或其他图形。或者,标识也可以与肺部超声图像并列显示,例如,标识可以是紧挨肺部超声图像并列显示的边框、或者紧挨肺部超声图像并列显示的指示条等。或者,肺部超声图像可以显示在标识上。As an example, when the logo is displayed synchronously with the lung ultrasound image, the logo can be displayed on the lung ultrasound image. For example, the logo can be a frame, corner marker or other graphics displayed on the lung ultrasound image. Alternatively, the logo can also be displayed side by side with the lung ultrasound image. For example, the logo can be a border displayed next to the lung ultrasound image, or an indicator bar displayed next to the lung ultrasound image. Alternatively, an ultrasound image of the lungs can be displayed on the logo.
作为示例,本实施例中的标识可以具有不同颜色、亮度、填充面积、图案、形状或纹理,以表征评分结果的分值高低。例如,参照图4,可以在肺部超声图像右下角显示具有不同颜色(未图示)的角标402作为所述标识。代表不同分值的标识的颜色可以与上一实施例相同,即可以以绿色表示0分,黄色表示1分,橙色表示2分,红色表示3分。As an example, the logo in this embodiment may have different colors, brightness, filling areas, patterns, shapes, or textures to represent the score of the scoring result. For example, referring to FIG. 4, a corner mark 402 with a different color (not shown) may be displayed as the mark in the lower right corner of the lung ultrasound image. The colors of the marks representing different scores can be the same as in the previous embodiment, that is, green can be used to represent 0 points, yellow to represent 1 point, orange to represent 2 points, and red to represent 3 points.
继续参照图4,在一个实施例中,当标识与肺部超声图像同步显示时,还可以在肺部超声图像上或与肺部超声图像同步显示评分结果的分值(Score)、B线数目(B lines)以及B线覆盖百分比(Percent)中的一项或多项。进一步地,还可以在肺超评分图上显示各个肺区的总评分(LUS)。根据显示在肺超评分图上的总评分,用户可以快速获知肺部的整体情况。此外,还可以在肺部超声图像上显示相应肺区的编号,例如显示于肺部超声图像右上角的1R、2R、3R分别表示右肺部第一、第二、第三肺区,1L、2L、3L分别表示左肺部的第一、第二、第三肺区。Continuing to refer to FIG. 4, in one embodiment, when the logo is displayed synchronously with the lung ultrasound image, the score value (Score) and the number of B lines can also be displayed on the lung ultrasound image or synchronously with the lung ultrasound image. One or more of (B lines) and B line coverage percentage (Percent). Further, the total score (LUS) of each lung area can also be displayed on the lung ultra-score map. According to the total score displayed on the lung ultra-score chart, the user can quickly learn the overall condition of the lungs. In addition, the number of the corresponding lung area can also be displayed on the lung ultrasound image. For example, the 1R, 2R, and 3R shown in the upper right corner of the lung ultrasound image indicate the first, second, and third lung areas of the right lung, 1L, 2L and 3L represent the first, second, and third lung regions of the left lung, respectively.
在一个实施例中,当接收到对肺超评分图的某一肺区的肺部超声图像的选择指令时,还可以在显示界面上放大显示所选择的肺部超声图像,以便于用户详细查看所选中的肺部超声图像。In one embodiment, when a selection instruction for a lung ultrasound image of a certain lung area of the lung ultrasound scoring map is received, the selected lung ultrasound image can also be enlarged and displayed on the display interface for the user to view in detail The selected ultrasound image of the lungs.
在一个实施例中,参照图5,方法200还包括:输出超声报告,所述超声报告包括所述肺超评分图。其中,图3所示的第一种形式的肺超评分图对于诊断结果的呈现非常简洁直观,因而非常适合作为评估结果图放入报告。当然,根据用户的需求,超声报告也可以采用图4所示的第二种形式的肺超 评分图。输出至超声报告中的肺超评分图可以与显示界面上显示的肺超评分图保持一致。出于报告打印等原因,也可以在输出肺超评分图时进行适应性调整,将肺超评分图上的标识调整为适合打印的模式,去除各个肺区的肺部超声图像而仅显示标识,和/或在肺超评分图上仅输出评分结果超出预设评分阈值的标识,等。例如,图3的肺超评分图上标识为色块,输出到超声报告中时可以将色块直接转换为色框。In one embodiment, referring to FIG. 5, the method 200 further includes: outputting an ultrasound report, the ultrasound report including the lung ultrasonogram. Among them, the first form of lung ultrasound scoring chart shown in Figure 3 is very concise and intuitive for the presentation of the diagnosis results, so it is very suitable to be included in the report as the assessment result chart. Of course, according to the needs of users, the ultrasound report can also use the second form of lung ultrasound score chart shown in Figure 4. The lung ultra-score map output to the ultrasound report can be consistent with the lung ultra-score map displayed on the display interface. For reasons such as report printing, it is also possible to make adaptive adjustments when outputting the lung ultrasound score map, adjust the logo on the lung ultrasound score map to a mode suitable for printing, remove the lung ultrasound images of each lung area and only display the logo. And/or only output signs that the scoring result exceeds the preset scoring threshold on the lung ultrasonographic scoring map, etc. For example, the lung ultrasound scoring map in Figure 3 is marked as a color block, and the color block can be directly converted into a color frame when outputting to an ultrasound report.
以上示例性地描述了在显示界面上显示单次肺超评分图的具体细节。在另一个实施例中,参照图7,步骤S240还可以包括:在所述显示界面上同时显示多个窗口,每个窗口中显示一次评分的所述肺超评分图。例如,图7中显示界面上显示了四个窗口,每个窗口中分别显示了一次评分的肺超评分图。The above exemplarily describes the specific details of displaying a single lung ultrasound score map on the display interface. In another embodiment, referring to FIG. 7, step S240 may further include: simultaneously displaying multiple windows on the display interface, each window displaying the lung ultrasonography score scored once. For example, in Figure 7, four windows are displayed on the display interface, and a lung ultrasonogram scored once is displayed in each window.
当在显示界面上同时显示多次评分的肺超评分图时,用户可以同时查看治疗过程中各个阶段的评分结果,从而直观对比评估各个部位的治疗效果。例如,若随着治疗过程的推进,在多个肺超评分图上各个肺区的标识由红色转向橙色或者由橙色转向黄色或绿色,都直观地显示了肺部通气情况的好转。When multiple scoring lung ultrasonography charts are displayed on the display interface at the same time, the user can view the scoring results of each stage of the treatment process at the same time, so as to visually compare and evaluate the treatment effect of each part. For example, as the treatment progresses, the identification of each lung area on multiple lung ultrasonographic maps changes from red to orange, or from orange to yellow or green, which visually shows the improvement of lung ventilation.
其中,多个窗口的每个窗口中显示的肺超评分图可以是上述任一种形式的肺超评分图,但较佳地,多个窗口的肺超评分图采用同一种形式,以便于进行对比。由于结合图3所描述的第一种形式的肺超评分图较为简洁、直观,因此在一个实施例中,当同时显示多个肺超评分图以进行对比时,可以采用例如上述第一种形式的肺超评分图。Wherein, the lung ultrasound scoring map displayed in each window of the multiple windows can be any of the above-mentioned lung ultrasound scoring maps, but preferably, the lung ultrasound scoring maps of the multiple windows adopt the same format to facilitate the process. Compared. Since the first form of lung ultrasound score map described in conjunction with FIG. 3 is relatively concise and intuitive, in one embodiment, when multiple lung ultrasound score maps are simultaneously displayed for comparison, for example, the first format described above can be used. Lung ultrasound score chart.
作为示例,当在显示界面上同时显示多个肺超评分图时,在每个所述窗口中显示所述肺超评分图的获得时间,并按照所述获得时间的先后顺序排列所述肺超评分图,以便于用户查看。As an example, when multiple lung ultrasound scoring charts are displayed on the display interface at the same time, the acquisition time of the lung ultrasound scoring chart is displayed in each window, and the lung ultrasound scoring charts are arranged in the order of the acquisition time. Scoring chart for easy viewing by users.
在一个实施例中,当在所述显示界面上同时显示多个肺超评分图时,当接收到选择其中一个窗口的肺超评分图的某个肺区的标识的指令时,自动突出显示其他一个或多个窗口的肺超评分图的对应肺区处的标识。也就是说,若用户在一个窗口内选中一个标识,例如,若用户选中了图7中右上角的窗口中的肺超评分图的1L肺区的标识,则其他三个窗口内的肺超评分图中的1L肺区的标识自动高亮或放大,从而便于用户对1L肺区在各个时间点上的评分进行对比。In one embodiment, when multiple lung ultrasound scoring charts are displayed on the display interface at the same time, when an instruction to select a certain lung area in the lung ultrasound scoring chart in one of the windows is received, the other is automatically highlighted. The identification of the corresponding lung area in the lung ultra-score map of one or more windows. That is to say, if the user selects an icon in one window, for example, if the user selects the 1L lung area icon in the upper right window of the window in Figure 7, the lung ultrasound scores in the other three windows The logo of the 1L lung area in the figure is automatically highlighted or enlarged, so that the user can compare the scores of the 1L lung area at various time points.
在一个实施例中,方法200还包括:在一次评分的肺超评分图上高亮显示相对于该次评分前一时间或后一时间的肺超评分图的某一肺区的评分结果 发生变化的标识。也就是说,当在一次评分中,某个肺区的评分结果相对于该次评分前一时间或后一时间的评分结果发生了变化,则在基于该次评分所生成的肺超评分图中显示表示评分结果发生变化的标识,以提示用户重点关注该肺区。In one embodiment, the method 200 further includes: highlighting a change in the scoring result of a certain lung area on the lung ultra-score map of a scoring time relative to the lung ultra-score map at a time before or after the scoring. Logo. That is to say, when in a scoring, the scoring result of a certain lung area changes relative to the scoring result at the time before or after the scoring, it will be displayed in the lung ultrasound scoring chart generated based on the scoring. Displays a sign indicating that the scoring result has changed to remind the user to focus on the lung area.
作为示例,表征评分结果发生变化的标识可以为图形或文字,该图形或文字可以为固定的图形或文字,即只提示评分结果发生了变化,而不提示评分结果提高还是降低。或者,也可以采用不同的标识分别表示评分结果提高或降低。As an example, the indicator that characterizes the change in the scoring result may be a graphic or text, and the graphic or text may be a fixed graphic or text, that is, it only prompts that the scoring result has changed, and does not prompt whether the scoring result has increased or decreased. Or, different signs can also be used to indicate an increase or decrease in the scoring result respectively.
在一个实施例中,方法200还包括:获得各个肺区在相邻两个获得时间的评分结果的差值;在对应后一时间的所述肺超评分图的窗口中在所述肺超评分图上以图形元素显示所述差值。其中,所述图形元素可以具有不同颜色、大小、形状、纹理、图案、填充面积以及图案密度中的一项或多项,以表征所述差值的大小。表征差值的图形元素可以与表征评分结果的标识并列显示,或与表征评分结果的标识重叠显示。In one embodiment, the method 200 further includes: obtaining the difference between the scoring results of each lung area at two adjacent acquisition times; The difference is displayed as a graphical element on the graph. Wherein, the graphic element may have one or more of different colors, sizes, shapes, textures, patterns, filling areas, and pattern densities to represent the magnitude of the difference. The graphic element that characterizes the difference can be displayed in parallel with the mark that characterizes the scoring result, or overlapped with the mark that characterizes the scoring result.
例如,参照图7,其中在2018年4月5日的肺超评分图中,4R肺区和4L肺区的评分结果相对于2018年4月1日的肺超评分图的评分结果发生了变化,该两个肺区的评分结果均降低了1分,因此,可以在相应的肺区处显示同样的图形元素(未图示),以表征评分结果降低了1分。For example, refer to Figure 7, where in the lung ultra-score map on April 5, 2018, the scoring results of the 4R lung area and the 4L lung area have changed relative to the scoring results of the lung ultra-score map on April 1, 2018 , The scoring results of the two lung regions are reduced by 1 point. Therefore, the same graphic elements (not shown) can be displayed at the corresponding lung regions to indicate that the scoring results have decreased by 1 point.
在一个实施例中,当接收到选择至少两个所述肺超评分图进行对比评估时,在显示界面的多个窗口中显示至少两个所述肺超评分图及其对应的肺部超声图像,以允许用户结合肺超评分图和具体的肺部超声图像对两次超声诊断的结果进行对比分析。In one embodiment, when it is received that at least two of the lung ultrasound scoring maps are selected for comparative evaluation, at least two of the lung ultrasound scoring maps and their corresponding lung ultrasound images are displayed in multiple windows of the display interface , To allow users to compare and analyze the results of two ultrasound diagnosis with the combination of lung ultra-score map and specific lung ultrasound images.
需要说明的是,用户可以在显示多个肺超评分图的显示界面上选择两个肺超评分图进行对比评估,也可以分别在两个显示单个肺超评分图的显示界面上选择两个肺超评分图进行对比评估。It should be noted that the user can select two lung ultrasound score maps for comparative evaluation on the display interface that displays multiple lung ultrasound score maps, or select two lungs on the two display interfaces that display a single lung ultrasound score map. Super score chart for comparative evaluation.
进一步地,当接收到选择至少两个所述肺超评分图进行对比评估的指令时,在显示界面上同时显示至少两组窗口,并在每组窗口中显示选择的其中一个所述肺超评分图及其对应的肺部超声图像。其中,用户可以点击肺超评分图的任意位置以选中相应的肺超评分图进行对比评估,或者,用户也可以选择肺超评分图的特定标识,以直接选中相应肺区的肺部超声图像以进行对比评估。Further, when an instruction to select at least two of the lung ultrasound score maps for comparative evaluation is received, at least two sets of windows are displayed on the display interface at the same time, and one of the selected lung ultrasound scores is displayed in each set of windows Figure and its corresponding lung ultrasound image. Among them, the user can click on any position of the lung ultrasound scoring chart to select the corresponding lung ultrasound scoring chart for comparative evaluation, or the user can also select a specific mark of the lung ultrasound scoring chart to directly select the lung ultrasound image of the corresponding lung area for comparison and evaluation. Conduct comparative evaluation.
例如,参照图7和图8,当在图7所示的显示界面中选择2018年4月1日和2018年3月30日两次评分的肺超评分图进行对比评估时,则在显示界面上分别显示两组窗口,其中位于上排的第一组窗口显示2018年4月1日的肺超评分图以及用于进行对比评估的肺部超声图像,此处选中的为1R肺区的肺部超声图像;位于下排的第二组窗口显示2018年3月30日的肺超评分图以及相同肺区处的肺部超声图像,即同样为1R肺区的肺部超声图像。作为示例,还可以将当前显示的肺部超声图像的标识在肺超评分图中突出显示,例如高亮显示或放大显示等。For example, referring to Figures 7 and 8, when the lung ultrasound scores scored twice on April 1, 2018 and March 30, 2018 are selected in the display interface shown in Figure 7 for comparative evaluation, the display interface Two sets of windows are shown on the upper row. The first set of windows in the upper row shows the lung ultrasound score chart on April 1, 2018 and the lung ultrasound image for comparative evaluation. The lungs in the 1R lung area are selected here. Ultrasound images of the lungs; the second set of windows located in the lower row shows the lung ultrasound scoring map on March 30, 2018 and the lung ultrasound images at the same lung area, that is, the lung ultrasound images of the 1R lung area. As an example, the identifier of the currently displayed lung ultrasound image can also be highlighted in the lung ultrasound scoring map, such as highlighting or zooming in.
在对比评估时,当接收到选择一个肺超评分图的某个肺区的肺部超声图像进行显示时,自动显示对比评估的其他一个或多个肺超评分图的对应肺区处的肺部超声图像。例如,继续参照图8,假设用户在2018年4月1日的肺超评分图中将选中的肺区由1R肺区更改为1L肺区,第一组窗口将显示2018年4月1日的1L肺区的肺部超声图像,处理器118可以进一步控制在2018年3月30日的肺超评分图上将选中的肺区自动由1R肺区更改为1L肺区,此时第二组窗口中将显示2018年3月30日的1L肺区的肺部超声图像。通过上述肺区的联动选择,可以进一步提高对比评估时的操作友好性,降低用户重复无用的工作量。During comparative evaluation, when a lung ultrasound image of a certain lung area is selected for display in a lung ultrasound scoring chart, the lungs at the corresponding lung area of the other one or more lung ultrasound scoring charts for comparison evaluation are automatically displayed Ultrasound image. For example, continuing to refer to Figure 8, suppose that the user changes the selected lung area from 1R lung area to 1L lung area in the lung ultrasonographic scoring chart on April 1, 2018. The first set of windows will display the lung area on April 1, 2018. For the lung ultrasound image of the 1L lung area, the processor 118 can further control to automatically change the selected lung area from the 1R lung area to the 1L lung area on the lung ultrasound scoring map on March 30, 2018. At this time, the second set of windows This will show the lung ultrasound image of the 1L lung area on March 30, 2018. Through the above-mentioned linkage selection of the lung area, the operation friendliness of the comparative evaluation can be further improved, and the user's repeated useless workload can be reduced.
上述图8以两组窗口显示对比评估,在另一示例中,处理器118可以根据获取的肺超评分图的数量,显示对应组窗口。例如,相对于图7中提供四张肺超评分图的情况,当接收到对肺超评分图进行对比评估的指令时,可以控制显示器120在显示界面上显示四组窗口,每组窗口分别显示一个肺超评分图及其对应的肺部超声图像。The above-mentioned FIG. 8 displays the comparative evaluation in two sets of windows. In another example, the processor 118 may display the corresponding set of windows according to the number of acquired lung ultrasonography images. For example, compared to the situation in which four lung ultrasonography scoring maps are provided in FIG. 7, when an instruction to compare and evaluate the lung ultrasonography scoring maps is received, the display 120 can be controlled to display four sets of windows on the display interface, and each set of windows is displayed separately A lung ultrasound scoring map and its corresponding lung ultrasound image.
综上所述,本发明实施例的超声图像分析方法200对各个肺区进行评分,并基于评分结果生成及显示肺超评分图,从而能够对肺部成像结果进行直观的展示和对比,从而使肺部超声检查更能满足临床需求。In summary, the ultrasound image analysis method 200 of the embodiment of the present invention scores each lung area, and generates and displays a lung ultra-score map based on the score result, so that the lung imaging results can be visually displayed and compared, so that Lung ultrasound examination can better meet clinical needs.
下面,将参考图9描述根据本申请另一个实施例的超声图像分析方法900。如图9所示,超声图像分析方法900可以包括如下步骤:Hereinafter, an ultrasound image analysis method 900 according to another embodiment of the present application will be described with reference to FIG. 9. As shown in FIG. 9, the ultrasound image analysis method 900 may include the following steps:
在步骤S910,获取被测对象一个或多个区域的超声图像。In step S910, an ultrasound image of one or more regions of the object to be measured is acquired.
其中,被测对象可以是人体、胎儿或动物等。或者,被测对象可以是人体的待检测部位,例如人体的胸腹部等。当被测对象为人体时,所述被测对 象的一个或多个区域例如包括心脏、肺部、肝胆、脾胃等组织器官。具体地,可以基于图1所示的超声成像系统向被测对象的待测区域发射超声波,并根据待测区域返回的超声回波得到该区域的超声图像。Among them, the measured object can be a human body, a fetus, or an animal. Alternatively, the object to be measured may be a part of the human body to be detected, such as the chest and abdomen of the human body. When the measured object is a human body, one or more regions of the measured object include, for example, tissues and organs such as the heart, lungs, liver and gallbladder, spleen and stomach. Specifically, the ultrasonic imaging system shown in FIG. 1 may be used to transmit ultrasonic waves to the area to be measured of the object to be measured, and an ultrasonic image of the area can be obtained according to the ultrasonic echo returned from the area to be measured.
在步骤S920,识别所述一个或多个区域的超声图像中的超声征象。In step S920, the ultrasound signs in the ultrasound images of the one or more regions are identified.
其中,不同区域的超声图像中具有不同的超声征象。例如,肺部超声图像中的超声征象例如为B线、肺实变以及胸腔积液等;肠道的超声征象例如包括表征肠梗阻的肠管扩张、肠腔积气、鸡冠征、琴键征等或表征肠道肿瘤的假肾征、靶环征等;肝胆部位的超声征象例如为表征肝脏结节的靶征(Target sign)、反靶征,表征肝淋巴瘤的血管漂浮征(Floating vessels sign)等等。Among them, ultrasound images in different regions have different ultrasound signs. For example, the ultrasound signs in the lung ultrasound image are such as B-line, lung consolidation, and pleural effusion; the ultrasound signs of the intestine include, for example, intestinal dilatation, gas intestinal cavity, cockscomb sign, piano key sign, etc. or Characterize the pseudo-kidney sign, target ring sign, etc. of intestinal tumors; the ultrasound signs of the liver and gallbladder parts, such as the target sign and anti-target sign of liver nodules, and the floating vessel sign of liver lymphoma and many more.
针对不同区域的超声图像,可以采用自动识别、手动识别或自动识别与手动识别相结合的方式识别其中的超声征象。例如,针对不同的区域,可以分别训练神经网络模型,以用于自动识别其中的超声征象。本发明实施例对超声征象的识别方法不做限定。For ultrasound images in different areas, automatic identification, manual identification, or a combination of automatic identification and manual identification can be used to identify the ultrasound signs. For example, for different regions, neural network models can be trained separately to automatically identify ultrasound signs in them. The embodiment of the present invention does not limit the recognition method of ultrasound signs.
在步骤S930,根据所述超声征象,对所述一个或多个区域的超声图像进行评分,以生成评分结果。In step S930, the ultrasound images of the one or more regions are scored according to the ultrasound signs to generate a score result.
其中,所述评分结果可以表征被测对象各个区域的损伤程度,例如评分越高,损伤程度越严重。在本发明实施例中,可以采用自动、手动或自动和手动相结合的方法,根据超声征象对各个区域进行评分。Wherein, the scoring result can characterize the degree of damage in each area of the tested object, for example, the higher the score, the more severe the damage degree. In the embodiment of the present invention, automatic, manual, or a combination of automatic and manual methods can be used to score each area based on ultrasound signs.
在步骤S940,在显示界面上显示超声评分图,所述超声评分图包括被测对象的图形以及显示在所述被测对象的图形的一个或多个区域处的标识,所述标识用于表征对应区域的所述评分结果。被测对象的图形可以是体现被测对象外形的结构图,也可以是与被测对象具有对应比例关系的其他指示图形。例如,当被测对象为人体的肺部时,被测对象的图形可以是肺部图形。例如,当被测对象为人体的多个组织/器官时,被测对象的图形可以是人体模型图,且可选地在人体模型图上显示一个或多个区域所对应组织/器官的结构图。例如,当被测对象为心脏时,被测对象的图形可以是一个四象限图,分别对应心脏的四个腔室。In step S940, an ultrasound scoring chart is displayed on the display interface, the ultrasound scoring chart includes a graphic of the object to be measured and an identifier displayed at one or more regions of the graphic of the object to be tested, and the identifier is used to characterize The scoring result of the corresponding area. The graph of the measured object can be a structural diagram that reflects the shape of the measured object, or it can be other indicator graphs that have a corresponding proportional relationship with the measured object. For example, when the object to be measured is the lungs of a human body, the graphic of the object to be measured may be a graphic of lungs. For example, when the measured object is multiple tissues/organs of the human body, the graph of the measured object may be a human body model diagram, and optionally the structure diagram of the tissue/organ corresponding to one or more regions is displayed on the human body model diagram . For example, when the object to be measured is the heart, the image of the object to be measured may be a four-quadrant diagram, corresponding to the four chambers of the heart.
其中,所述标识可以包括图形,所述图形以不同颜色、亮度、纹理、纹理密度、图案、图案密度、填充面积或形状中的一种或多种来表征评分结果的分值高低。Wherein, the identifier may include a graphic, and the graphic uses one or more of different colors, brightness, texture, texture density, patterns, pattern density, filling area, or shape to characterize the score of the scoring result.
在一个实施例中,在显示界面上显示单次评分的超声评分图,所述超声 评分图可以有两种形式:第一种形式的超声评分图类似于图3所示的肺超评分图,即在被测对象的图形的一个或多个区域显示表征评分结果的标识,此时超声评分图可以作为回放导航界面,即点击各个区域的标识时,在显示界面上显示相应区域的超声图像。In one embodiment, a single-scored ultrasound scoring chart is displayed on the display interface, and the ultrasound scoring chart can have two forms: the first form of ultrasound scoring chart is similar to the lung ultrasound scoring chart shown in FIG. 3, That is, one or more areas of the graph of the measured object are displayed with signs that characterize the scoring results. At this time, the ultrasound scoring chart can be used as a playback navigation interface, that is, when the signs of each area are clicked, the ultrasound image of the corresponding area is displayed on the display interface.
第二种形式的超声评分图类似于图4所示的肺超评分图,即在被测对象的图形上将超声评分图与超声图像同步显示。其中,所述被测对象的图形取决于被测对象的类型,例如被测对象为人体时,被测对象的图形为人形或近似人形。例如被测对象为具体组织或器官时,被测对象的图形为对应的组织或器官的图像。例如被测对象为肝脏时,显示的图形为肝脏图形。The second form of ultrasound scoring chart is similar to the lung ultrasound scoring chart shown in FIG. 4, that is, the ultrasound scoring chart and the ultrasound image are simultaneously displayed on the graph of the measured object. Wherein, the figure of the measured object depends on the type of the measured object. For example, when the measured object is a human body, the figure of the measured object is a human shape or an approximate human shape. For example, when the measured object is a specific tissue or organ, the image of the measured object is an image of the corresponding tissue or organ. For example, when the measured object is the liver, the displayed image is the liver image.
在另一实施例中,在显示界面上同时显示多个窗口,每个窗口中显示一次评分的超声评分图。当在显示界面上同时显示多次评分的超声评分图时,用户可以同时了解患者在不同阶段的评分结果,从而直观对比评估各个部位的变化情况。In another embodiment, multiple windows are displayed on the display interface at the same time, and each window displays a once-scored ultrasound scoring chart. When multiple scoring ultrasound scoring charts are displayed on the display interface at the same time, the user can understand the patient's scoring results at different stages at the same time, so as to visually compare and evaluate the changes in various parts.
其中,多个窗口的每个窗口中显示的超声评分图可以是上述任一种形式的超声评分图,但较佳地,多个窗口的超声评分图采用同一种形式,以便于进行对比。由于上述第一种形式的超声评分图较为简洁、直观,因此在一个实施例中,当同时显示多个超声评分图以进行对比时,可以采用例如上述第一种形式的超声评分图。Wherein, the ultrasound scoring chart displayed in each window of the multiple windows may be any of the above-mentioned ultrasound scoring charts, but preferably, the ultrasound scoring charts of the multiple windows are in the same form to facilitate comparison. Since the above-mentioned first form of ultrasound scoring chart is relatively simple and intuitive, in one embodiment, when multiple ultrasound scoring charts are displayed for comparison at the same time, for example, the above-mentioned first form of ultrasound scoring chart can be used.
作为示例,当在显示界面上同时显示多个超声评分图时,在每个所述窗口中显示所述超声评分图的获得时间,并按照所述获得时间的先后顺序排列所述超声评分图,以便于用户查看。As an example, when multiple ultrasound scoring charts are displayed on the display interface at the same time, the acquisition time of the ultrasound scoring chart is displayed in each of the windows, and the ultrasound scoring charts are arranged in the order of the acquisition time, To facilitate users to view.
在一个实施例中,当在所述显示界面上同时显示多个超声评分图时,当接收到选择其中一个窗口的超声评分图的某个区域的标识的指令时,自动突出显示其他一个或多个窗口的超声评分图的对应区域处的标识,从而便于用户对该区域在各个时间点上的评分进行对比。In one embodiment, when multiple ultrasound scoring charts are displayed on the display interface at the same time, when an instruction to select a certain area of the ultrasound scoring chart in one of the windows is received, the other one or more are automatically highlighted. The corresponding area of the ultrasound score map of each window is identified, so as to facilitate the user to compare the scores of the area at various time points.
在一个实施例中,还可以在一次评分的超声评分图上高亮显示相对于该次评分前一时间或后一时间的超声评分图的某一区域的评分结果发生变化的标识。也就是说,当在一次评分中,某个区域的评分结果相对于该次评分前一时间或后一时间的评分结果发生了变化,则在基于该次评分所生成的超声评分图中显示表示评分结果发生变化的标识,以提示用户重点关注该区域。In one embodiment, it is also possible to highlight on the ultrasound scoring chart of a single scoring an indication that the scoring result of a certain area of the ultrasound scoring chart at a time before or after the scoring has changed. That is to say, when in a scoring, the scoring result of a certain area has changed with respect to the scoring result at the time before or after the scoring, it will be displayed in the ultrasound scoring chart generated based on the scoring. The mark that the scoring result has changed to remind the user to focus on the area.
作为示例,表征评分结果发生变化的标识可以为图形或文字,该图形或 文字可以为固定的图形或文字,即只提示评分结果发生了变化,而不提示评分结果提高还是降低。或者,也可以采用不同的标识分别表示评分结果提高或降低。As an example, the indicator that characterizes the change in the scoring result may be a graphic or text, and the graphic or text may be a fixed graphic or text, that is, it only prompts that the scoring result has changed, and does not indicate whether the scoring result has increased or decreased. Or, different signs can also be used to indicate an increase or decrease in the scoring result respectively.
在一个实施例中,方法900还包括:获得各个区域在相邻两个获得时间的评分结果的差值;在对应后一时间的所述超声评分图的窗口中在所述超声评分图上以图形元素显示所述差值。其中,所述图形元素可以具有不同颜色、大小、形状、纹理、图案、填充面积以及图案密度中的一项或多项,以表征所述差值的大小。表征差值的图形元素可以与表征评分结果的标识并列显示,或与表征评分结果的标识重叠显示。In one embodiment, the method 900 further includes: obtaining the difference between the scoring results of each area at two adjacent acquisition times; and placing the score on the ultrasound scoring chart in a window corresponding to the ultrasound scoring chart at a later time. The graphic element displays the difference. Wherein, the graphic element may have one or more of different colors, sizes, shapes, textures, patterns, filling areas, and pattern densities to represent the magnitude of the difference. The graphic element that characterizes the difference can be displayed in parallel with the mark that characterizes the scoring result, or overlapped with the mark that characterizes the scoring result.
在一个实施例中,当接收到选择至少两个所述超声评分图进行对比评估时,在显示界面的多个窗口中显示至少两个所述超声评分图及其对应的超声图像,以允许用户结合超声评分图和具体的超声图像对两次超声诊断的结果进行对比分析。In one embodiment, when it is received that at least two of the ultrasound score maps are selected for comparative evaluation, at least two of the ultrasound score maps and their corresponding ultrasound images are displayed in multiple windows on the display interface to allow the user to Combine the ultrasound score chart and specific ultrasound images to compare and analyze the results of the two ultrasound diagnosis.
需要说明的是,用户可以在显示多个超声评分图的显示界面上选择两个超声评分图进行对比评估,也可以分别在两个显示单个超声评分图的显示界面上选择两个超声评分图进行对比评估。It should be noted that the user can select two ultrasound score maps for comparative evaluation on the display interface that displays multiple ultrasound score maps, or select two ultrasound score maps on the two display interfaces that display a single ultrasound score map. Comparative assessment.
进一步地,当接收到选择至少两个所述超声评分图进行对比评估的指令时,在显示界面上同时显示至少两组窗口,并在每组窗口中显示选择的其中一个所述超声评分图及其对应的超声图像。其中,用户可以点击超声评分图的任意位置以选中相应的超声评分图进行对比评估,或者,用户也可以选择超声评分图的特定标识,以直接选中相应区域的超声图像以进行对比评估。Further, when an instruction to select at least two of the ultrasound score maps for comparative evaluation is received, at least two sets of windows are displayed on the display interface at the same time, and each set of windows displays the selected one of the ultrasound score maps and Its corresponding ultrasound image. Among them, the user can click any position of the ultrasound scoring map to select the corresponding ultrasound scoring map for comparative evaluation, or the user can also select a specific mark of the ultrasound scoring map to directly select the ultrasound image of the corresponding area for comparative evaluation.
在另一个实施例中,当接收到选择一个超声评分图的某个区域的超声图像进行显示时,自动显示其他一个或多个超声评分图的对应区域处的超声图像。In another embodiment, when an ultrasound image of a certain area of one ultrasound score chart is selected for display, the ultrasound images at the corresponding area of the other one or more ultrasound score charts are automatically displayed.
综上所述,本发明实施例的超声图像分析方法900对被测对象的各个区域进行评分,并基于评分结果生成超声评分图进行显示,从而能够对超声诊断结果进行直观的展示和对比,使超声诊断更能满足临床需求。上述对多次评分的结果进行对比评估的方案,可以合理利用同一患者的历史检查数据,便于医生全面了解患者在一段时间内的变化情况。In summary, the ultrasound image analysis method 900 of the embodiment of the present invention scores each area of the object to be tested, and generates an ultrasound score map based on the score result for display, so that the ultrasound diagnosis results can be visually displayed and compared, so that Ultrasound diagnosis can better meet clinical needs. The above-mentioned scheme of comparative evaluation of the results of multiple scores can make reasonable use of the historical examination data of the same patient, so that the doctor can fully understand the changes of the patient over a period of time.
下面,将参考图10描述根据本申请又一个实施例的超声成像方法1000。 该超声成像方法可以基于被测对象的历史评分情况,指引对被测对象当前进行的扫描。如图10所示,超声成像方法1000可以包括如下步骤:Hereinafter, an ultrasound imaging method 1000 according to another embodiment of the present application will be described with reference to FIG. 10. The ultrasound imaging method can guide the current scan of the tested object based on the historical scoring situation of the tested object. As shown in FIG. 10, the ultrasound imaging method 1000 may include the following steps:
在步骤S1010,获取被测对象的历史超声评分图,所述历史超声评分图包括被测对象图形以及显示在所述被测对象图形的一个或多个区域的标识,所述标识用于表征历史评分。该历史超声评分图可呈现被测对象在过去一段时间内的综合评分,也可呈现被测对象在上一次超声成像检查时的历史评分,也可并列呈现被测对象在过去一段时间内的多次评分。通过一个或多个区域的标识,用户可以直观了解各个区域的历史情况,并根据历史情况指引将执行的实时扫查。In step S1010, a historical ultrasound score map of the measured object is obtained, the historical ultrasound score map includes the measured object graph and the identifiers displayed in one or more regions of the measured object graph, and the identifiers are used to characterize the history. score. The historical ultrasound score chart can present the comprehensive score of the tested object in the past period of time, the historical score of the tested object in the last ultrasound imaging examination, and it can also display the number of tested objects in the past period of time. Ratings. Through the identification of one or more areas, the user can intuitively understand the historical situation of each area and guide the real-time scan to be performed based on the historical situation.
标识可以包括图形。图形可以以不同的颜色、亮度、纹理、纹理密度、图案、图案密度、填充面积或形状中的一种或多种来表征评分的分值。例如,可以根据分值的高低将不同颜色的图形显示在被测对象图形上各个区域处,根据图形的颜色,用户可以快速获得相应区域的评分。超声评分图可以参照图3的方式,显示表征评分的分值的标识;超声评分图也可以参照图4的方式,在各个区域同步显示该区域对应的超声图像和表征评分分值的标识。例如,被测对象为人体时,一个或多个区域可以为甲状腺、肝胆、肾脏、脾、输尿管等。历史超声评分图可以颜色区别的标识在各个区域显示对应的一次或多次历史评分结果。The logo can include graphics. The graphics may use one or more of different colors, brightness, texture, texture density, pattern, pattern density, filling area, or shape to represent the score of the score. For example, graphics of different colors can be displayed in each area on the graph of the object to be tested according to the level of score. According to the color of the graph, the user can quickly obtain the score of the corresponding area. The ultrasound scoring map can refer to the manner of FIG. 3 to display the identification of the score representing the score; the ultrasound scoring map can also refer to the manner of Figure 4 to synchronously display the ultrasound image corresponding to the region and the identification of the representative scoring score in each area. For example, when the measured object is a human body, one or more areas may be thyroid, liver and gallbladder, kidney, spleen, ureter, etc. The historical ultrasound scoring map can display the corresponding one or more historical scoring results in each area with color-distinguishable marks.
在步骤S1020,根据历史评分的分值生成一个或多个区域的扫查指示。该扫查指示既可以嵌入到扫查工作流中,要求用户按照扫查指示进行实时扫查;也可以是在界面上提供界面指示,起到提示用户当前实时扫查的作用。在一个实施例中,可以根据历史评分的分值生成一个或多个区域的扫查顺序。例如,评分越高通常代表该区域的损伤越严重,则该方法可以提示用户按照评分从高到低的顺序,对各个区域进行实时扫查。在一个实施例中,处理器将判断各个区域的评分与系统内预设评分阈值的关系,若超出预设阈值,则认为该区域属于需要用户当前重点关注的区域,可在被测对象图形上将这些区域高亮显示出来,从而引导用户重点关注这些区域的扫查。每个区域的预设阈值可以相同,也可以不同。在一个实施例中,处理器可分析各个区域的历史评分的变化情况,按照评分升高的多少或升高所花费的时间设置一个或多个区域扫查顺序,或者将评分升高超出预设差值阈值或升高所需时间低于预设时间阈值的对应区域高亮显示为需重点关注的区域。In step S1020, scan instructions for one or more regions are generated according to the historical scores. The scanning instruction can be embedded in the scanning workflow, requiring the user to perform real-time scanning according to the scanning instruction; it can also provide interface instructions on the interface to prompt the user for the current real-time scanning. In one embodiment, the scanning sequence of one or more regions can be generated according to the score of the historical score. For example, the higher the score, the more serious the damage in the area is. The method can prompt the user to scan each area in real time in the order of the score from high to low. In one embodiment, the processor will determine the relationship between the scores of each area and the preset score threshold in the system. If it exceeds the preset threshold, it is considered that the area belongs to the area that needs the user's current focus and can be displayed on the graph of the object under test. Highlight these areas to guide users to focus on scanning these areas. The preset threshold for each area can be the same or different. In one embodiment, the processor can analyze the changes in the historical scores of each region, and set one or more region scanning sequences according to how much the score has risen or the time it takes to rise, or increase the score beyond a preset value. The corresponding area where the difference threshold or the rising time is lower than the preset time threshold is highlighted as the area to be focused on.
在步骤S1030,按照所述扫查指示向所述被测对象的一个或多个区域发送超声波进行扫查,获得超声回波信号。如上,当扫查指示提供了扫查顺序时,可以按照扫查顺序依次向被测对象的各个区域发送超声波进行扫查;当扫查指示提供了重点区域提示时,可以根据重点区域的提示优先扫查或重点扫查对应重点区域。In step S1030, according to the scanning instruction, ultrasonic waves are sent to one or more regions of the object to be tested for scanning, and ultrasonic echo signals are obtained. As above, when the scanning instruction provides the scanning sequence, the ultrasound can be sent to each area of the object to be scanned in sequence according to the scanning sequence; when the scanning instruction provides a key area reminder, priority can be given to the key area reminder The scan or key scan corresponds to the key area.
在步骤S1040,对所述超声回波信号进行处理,以获得一个或多个区域的当前超声图像。In step S1040, the ultrasound echo signal is processed to obtain the current ultrasound image of one or more regions.
其中,步骤S1010中获取到的历史超声评分图的形式可以类似于方法200中参照图3和图4所描述的两种肺超评分图的形式。例如,在第一种形式的超声评分图中,在被测对象图形的各个区域显示表征评分结果分值的标识,但不显示超声图像。在这种形式中,所述超声评分图可以为回放导航界面,当接收到对所述超声评分图的某一区域的所述标识的选择指令时,在显示界面上显示所述区域对应的超声图像。The form of the historical ultrasound score map obtained in step S1010 may be similar to the two forms of lung ultrasound score map described in the method 200 with reference to FIGS. 3 and 4. For example, in the first form of ultrasound scoring map, the marks representing the score of the scoring result are displayed in each area of the graph of the measured object, but the ultrasound image is not displayed. In this form, the ultrasound score map may be a playback navigation interface. When a selection instruction for the mark of a certain area of the ultrasound score map is received, the ultrasound score map corresponding to the area is displayed on the display interface. image.
在第二种形式的历史超声评分图中,所述超声评分图可以包括显示在所述被测对象的图形的各个区域处的相应区域的超声图像,所述标识与所述超声图像同步显示。具体地,所述标识显示于所述超声图像上,或者,所述标识与所述超声图像并列显示。In the second form of the historical ultrasound scoring map, the ultrasound scoring map may include ultrasound images of corresponding regions displayed in the respective regions of the graph of the measured object, and the identification is displayed synchronously with the ultrasound image. Specifically, the logo is displayed on the ultrasound image, or the logo and the ultrasound image are displayed side by side.
在一个实施例中,可以根据历史超声评分图中各个区域分值由高到底的顺序,生成各个区域的扫查顺序,即优先扫查分值较高、损伤程度较严重的区域。或者,也可以根据历史超声评分图中各个区域分值由低到高的顺序生成各个区域的扫查顺序。在另一个实施例中,也可以对比多次的历史超声评分图,优先扫查分值提高的区域。In one embodiment, the scanning order of each area can be generated according to the order of the scores of each area in the historical ultrasound score map, that is, areas with higher scan scores and more severe damage are prioritized. Alternatively, the scan order of each area can also be generated according to the order of the score value of each area in the historical ultrasound score map from low to high. In another embodiment, it is also possible to compare multiple historical ultrasound score maps, and to preferentially scan for areas with improved scores.
示例性地,可以由图1所示的发射电路112激励超声探头110向被测对象的各个区域发射超声波,并通过接收电路114和波束合成电路116,接收从所述被测对象返回的超声回波,获得超声回波信号。Exemplarily, the transmitting circuit 112 shown in FIG. 1 can excite the ultrasonic probe 110 to transmit ultrasonic waves to various areas of the object under test, and receive the ultrasonic echo returned from the object under test through the receiving circuit 114 and the beam synthesis circuit 116. Wave to obtain the ultrasonic echo signal.
之后,步骤S1040,对所述超声回波信号进行处理,以获得各个区域的当前超声图像。例如,可以由处理器118对超声回波信号进行处理,得到被测对象各个区域的超声图像。After that, in step S1040, the ultrasound echo signal is processed to obtain the current ultrasound image of each area. For example, the processor 118 may process the ultrasonic echo signals to obtain ultrasonic images of various regions of the object to be measured.
在一个实施例中,获取到一个或多个区域的当前超声图像之后,超声成像方法1000还包括:识别所述一个或多个区域的当前超声图像的超声征象;根据所述超声征象获得一个或多个区域的当前评分;以及,根据所述一个或 多个区域的当前评分更新所述历史超声评分图以得到当前超声评分图,所述当前超声评分图包括所述被测对象图形和显示在所述被测对象图形的一个或多个区域的标识,所述标识用于表征当前评分。识别超声征象、根据超声征象进行评分以及根据评分生成当前超声评分图的具体细节参照方法200和方法900中的相关描述,在此不再赘述。In one embodiment, after acquiring the current ultrasound image of one or more regions, the ultrasound imaging method 1000 further includes: identifying ultrasound signs of the current ultrasound image of the one or more regions; obtaining one or more ultrasound signs according to the ultrasound signs. The current scores of multiple regions; and, update the historical ultrasound score map according to the current scores of the one or more regions to obtain a current ultrasound score map, the current ultrasound score map including the measured object graphics and displayed on The identification of one or more regions of the measured object graph, and the identification is used to characterize the current score. For the specific details of identifying ultrasound signs, scoring according to ultrasound signs, and generating a current ultrasound score map according to the score, refer to the related descriptions in the method 200 and the method 900, and will not be repeated here.
在一个实施例中,在生成当前超声评分图时,可以在当前超声评分图上高亮显示评分发生变化的区域的标识。也就是说,若当前超声评分图中某个区域的评分与步骤S1010中获取的历史超声评分图中相应区域的评分发生了变化,则将该区域的所述标识高亮显示。In one embodiment, when the current ultrasound score map is generated, the identification of the area where the score has changed may be highlighted on the current ultrasound score map. That is to say, if the score of a certain area in the current ultrasound scoring map has changed from the score of the corresponding area in the historical ultrasound scoring map acquired in step S1010, the indicator of the region will be highlighted.
在根据本申请又一个实施例的超声成像方法1000中,基于历史超声评分图指导当前超声诊断的扫查,能够使超声诊断更具备针对性。对于体检等应用场景,有利于合理利用历史体检数据,达到长期跟踪和重点关注的效果。In the ultrasound imaging method 1000 according to another embodiment of the present application, the current ultrasound diagnosis scan is guided based on the historical ultrasound score chart, which can make the ultrasound diagnosis more targeted. For application scenarios such as physical examinations, it is conducive to rational use of historical physical examination data to achieve long-term tracking and focused attention.
现在重新参照图1,本发明实施例还提供了一种超声成像系统100,超声成像系统100可以用于实现上述方法200、方法900或方法1000。超声成像系统100可以包括超声探头110、发射电路112、接收电路114、波束合成电路116、处理器118、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。Referring now to FIG. 1 again, an embodiment of the present invention also provides an ultrasound imaging system 100. The ultrasound imaging system 100 may be used to implement the above-mentioned method 200, method 900, or method 1000. The ultrasound imaging system 100 may include an ultrasound probe 110, a transmitting circuit 112, a receiving circuit 114, a beam combining circuit 116, a processor 118, 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接收从所述目标对象返回的超声回波,获得超声回波信号。处理器118用于:对所述超声回波信号进行处理,以得到肺部超声图像;识别所述肺部超声图像中各个肺区的超声征象;根据所述超声征象,对各个肺区进行评分,以生成评分结果。存储器124,用于存储所述处理器118执行的程序。显示器120用于在显示界面上显示肺超评分图,所述肺超评分图包括肺部图形以及显示在所述肺部图形各个肺区处的标识,所述标识用于表征对应肺区的所述评分结果。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 is configured to: process the ultrasound echo signals to obtain an ultrasound image of the lung; identify the ultrasound signs of each lung area in the lung ultrasound image; and score each lung area according to the ultrasound signs To generate scoring results. The memory 124 is configured to store programs executed by the processor 118. The display 120 is used to display a lung ultrasonography scoring map on a display interface, the lung ultrasonography scoring map including a lung graphic and an identifier displayed at each lung region of the lung graphic, and the identifier is used to characterize all of the corresponding lung regions. Describe the scoring results.
其中,处理器118可以执行上文中结合图2描述的方法200中的步骤S210到步骤S230,显示器120可以执行方法200中的步骤S240。以下仅对超声成像系统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 processor 118 may execute step S210 to step S230 in the method 200 described above in conjunction with FIG. 2, and the display 120 may execute step S240 in the method 200. In the following, only the main functions of the ultrasound imaging system 100 are described, and the details that have been described above are omitted.
在一个实施例中,显示器120所显示的肺超评分图中的标识包括图形,所述图形以不同颜色、亮度、纹理、纹理密度、图案、图案密度、填充面积 和/或形状表征所述评分结果的分值高低。In one embodiment, the identifiers in the lung ultrasound score map displayed on the display 120 include graphics that represent the score in different colors, brightness, texture, texture density, patterns, pattern density, filling area, and/or shape. The score of the result is high or low.
示例性地,该标识包括不同颜色的色块或色框,每种颜色的色块或色框代表一个所述评分结果的分值。进一步地,该标识还可以包括显示于所述色块或色框中的评分结果的分值。Exemplarily, the identification includes color blocks or color boxes of different colors, and each color block or color box represents a score of the scoring result. Further, the mark may also include the score value of the scoring result displayed in the color block or color box.
作为示例,本发明实施例提出了两种肺超评分图的形式。一种肺超评分图的形式如图3所示,其在肺部图形上显示标识,此时肺超评分图为回放导航界面,当处理器118接收到对肺超评分图的某一肺区的标识的选择指令时,显示器120在显示界面上显示该肺区对应的肺部超声图像。其中,每个肺区对应存储器124中存储的一帧或多帧所述肺部超声图像。As an example, the embodiment of the present invention proposes two forms of lung ultrasound scoring chart. A form of a lung ultrasonography chart is shown in Figure 3, which displays a mark on the lung graph. At this time, the lung ultrasonography chart is a playback navigation interface. When the processor 118 receives a certain lung area of the lung ultrasonography chart When an instruction is selected for the mark, the display 120 displays the lung ultrasound image corresponding to the lung area on the display interface. Wherein, each lung area corresponds to one or more frames of the lung ultrasound images stored in the memory 124.
另一种肺超评分图的形式如图4所示。该形式的肺超评分图包括显示在肺部图形各个肺区处的相应肺区的肺部超声图像,标识与肺部超声图像同步显示,用户可以同时查看评分结果和肺部超声图像。Another form of lung ultrasound scoring chart is shown in Figure 4. This form of lung ultrasound scoring map includes lung ultrasound images of the corresponding lung regions displayed in each lung area of the lung graph, and the logo is displayed synchronously with the lung ultrasound images, and the user can view the scoring results and the lung ultrasound images at the same time.
当肺部超声图与肺部超声图像同步显示时,标识可以显示于肺部超声图像上,或者,标识可以与所述肺部超声图像并列显示。其中,作为示例,所述标识包括显示在所述肺部超声图像上的具有不同颜色、亮度、填充面积、图案、形状或纹理的角标或边框。When the lung ultrasound image is displayed synchronously with the lung ultrasound image, the logo can be displayed on the lung ultrasound image, or the logo can be displayed side by side with the lung ultrasound image. Wherein, as an example, the mark includes corner marks or borders with different colors, brightness, filling areas, patterns, shapes, or textures displayed on the lung ultrasound image.
在一个实施例中,当处理器118接收到对肺超评分图的某一肺区的肺部超声图像的选择指令时,使显示器120在显示界面上放大显示所选择的肺部超声图像,以供用户详细查看。In one embodiment, when the processor 118 receives a selection instruction for a lung ultrasound image of a certain lung area of the lung ultrasound scoring map, it causes the display 120 to magnify and display the selected lung ultrasound image on the display interface, so as to For users to view in detail.
在一个实施例中,显示器120还用于在肺超评分图上显示多个肺区的总评分,以使用户能够总览肺部的整体情况。In one embodiment, the display 120 is also used to display the total scores of multiple lung regions on the lung ultra-score map, so that the user can overview the overall condition of the lungs.
以上示例性地描述了显示器120所显示的肺超评分图。显示器120可以显示单次评分的肺超评分图,或者,显示器120也可以在显示界面上同时显示多个窗口,每个窗口中显示一次评分的肺超评分图,如图7所示。The above exemplarily describes the lung ultrasound score chart displayed on the display 120. The display 120 may display a single-scored lung ultrasound score chart, or the display 120 may also display multiple windows on the display interface at the same time, and each window displays a single-scored lung ultrasound score chart, as shown in FIG. 7.
当显示器120同时显示多个窗口、每个窗口中显示一个肺超评分图时,在一个实施例中,当处理器118接收到选择其中一个窗口的肺超评分图的某个肺区的标识时,控制显示器120自动高亮其他一个或多个窗口的肺超评分图的对应肺区处的标识,以供用户对比分析。When the display 120 displays multiple windows at the same time, and each window displays a lung ultrasound scoring chart, in one embodiment, when the processor 118 receives the identification of a certain lung area in the lung ultrasound scoring chart of one of the windows , Control the display 120 to automatically highlight the identifiers of the corresponding lung regions of the lung ultra-score map of the other one or more windows for the user to compare and analyze.
作为示例,处理器118还用于控制显示器120在每个所述窗口中显示相应肺超评分图的获得时间。处理器118可以进一步控制显示器120按照所述获得时间的先后顺序排列所述肺超评分图,以方便用户查看。As an example, the processor 118 is further configured to control the display 120 to display the acquisition time of the corresponding lung ultrasound score map in each of the windows. The processor 118 may further control the display 120 to arrange the lung ultrasonograms in the order of the acquisition time, so as to facilitate the user to view.
在一个实施例中,处理器118还用于控制显示器120实现如下功能:在一次评分的所述肺超评分图上高亮显示相对于该次评分前一时间或后一时间的所述肺超评分图的某一肺区的评分结果发生变化的标识。也就是说,当在一次评分中,某个肺区的评分结果相对于该次评分前一时间或后一时间的评分结果发生了变化,则在基于该次评分所生成的肺超评分图中显示表示评分结果发生变化的标识,以提示用户重点关注该肺区。In one embodiment, the processor 118 is further configured to control the display 120 to realize the following function: highlight the lung ultrasound scores on the lung ultrasound scoring map of a scoring time relative to the pulmonary ultrasound scoring one time before or one time after the score. An indicator of a change in the scoring result of a certain lung area in the scoring chart. That is to say, when in a scoring, the scoring result of a certain lung area changes relative to the scoring result at the time before or after the scoring, it will be displayed in the lung ultrasound scoring chart generated based on the scoring. Displays a sign indicating that the scoring result has changed to remind the user to focus on the lung area.
作为示例,表征评分结果发生变化的标识可以为图形,该图形可以为固定的图形,即只用于提示评分结果发生了变化。或者,可以采用不同的图形分别表示评分结果提高或降低。As an example, the indicator that characterizes the change in the scoring result may be a graphic, and the graphic may be a fixed graphic, that is, it is only used to indicate that the scoring result has changed. Or, different graphs can be used to indicate the increase or decrease of the scoring result respectively.
在一个实施例中,当接收到选择至少两个所述肺超评分图进行对比评估时,处理器118控制显示器120在显示界面的所述多个窗口中显示所述至少两个所述肺超评分图及其对应的肺部超声图像。In one embodiment, when receiving the selection of at least two lung ultrasound scoring maps for comparative evaluation, the processor 118 controls the display 120 to display the at least two lung ultrasound images in the multiple windows on the display interface. The score chart and its corresponding lung ultrasound image.
进一步地,此时处理器118可以控制显示器120在显示界面上同时显示至少两组窗口,并在每组窗口中显示选择的其中一个所述肺超评分图及其对应的肺部超声图像。如图8所示,若当用户选择了图7中2018年4月1日和2018年3月30日两次评分的肺超评分图中的1R肺区进行对比评估,则此时处理器118控制显示器120在显示界面上分别显示2018年4月1日和2018年3月30日的肺超评分图及其中1R肺区的肺部超声图像。Further, at this time, the processor 118 may control the display 120 to display at least two sets of windows on the display interface at the same time, and display one of the selected lung ultrasound score maps and the corresponding lung ultrasound images in each set of windows. As shown in Fig. 8, if the user selects the 1R lung area in the lung ultrasonography chart scored twice on April 1, 2018 and March 30, 2018 in Fig. 7 for comparative evaluation, then the processor 118 at this time The control display 120 respectively displays the lung ultrasound score map on April 1, 2018 and March 30, 2018, and the lung ultrasound image of the 1R lung area in the display interface.
在另一个实施例中,在对比评估时,当接收到选择一个肺超评分图的某个肺区的肺部超声图像进行显示时,处理器118还用于控制显示器120自动显示进行对比评估的其他一个或多个肺超评分图的对应肺区处的肺部超声图像。例如,当用户在图8中选中了2018年4月1日的1R肺区的肺部超声图像进行显示,则处理器118可以控制显示器120在另一组窗口显示2018年3月30日的肺超评分图及其中的1R肺区的肺部超声图像。In another embodiment, during the comparative evaluation, when a lung ultrasound image of a certain lung area of a lung ultrasound scoring map is selected for display, the processor 118 is further configured to control the display 120 to automatically display the comparative evaluation. The ultrasound image of the lung at the corresponding lung area of the other one or more lung ultrasonographic score maps. For example, when the user selects the lung ultrasound image of the 1R lung area on April 1, 2018 for display in Figure 8, the processor 118 may control the display 120 to display the lung on March 30, 2018 in another set of windows. The ultra-score map and the ultrasound image of the lungs in the 1R lung area.
此外,根据本申请实施例,还提供了一种计算机存储介质,在所述计算机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(诸如前述的处理器103或处理器920)运行时用于执行本申请实施例的超声图像分析方法200、900和超声成像方法1000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, a computer storage medium is also provided, and program instructions are stored on the computer storage medium. The program instructions are executed by a computer or a processor (such as the aforementioned processor 103 or processor 920). ) Is used to execute the corresponding steps of the ultrasound image analysis methods 200 and 900 and the ultrasound imaging method 1000 of the embodiments of the present application during runtime. 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图像分析方法的相应步骤。In addition, according to the 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 image analysis 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图像分析方法、超声成像系统和计算机存储介质对目标对象的各个区域进行评分,并根据评分结果生成能够超声评分图,该超声评分图可以对评分结果进行直观地显示和对比,使超声诊断更能满足临床需求。此外,该超声评分图还可以用于指导之后的超声诊断。Based on the above description, according to the ultrasound image analysis method, ultrasound imaging system and computer storage medium of the embodiments of the present application, each area of the target object is scored, and an ultrasound scoring map is generated according to the scoring result, and the ultrasound scoring map can evaluate the scoring result Intuitive display and comparison make ultrasound diagnosis more able to meet clinical needs. In addition, the ultrasound score chart can also be used to guide subsequent ultrasound diagnosis.
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 application as claimed in 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 performed 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,所揭露的设备和方法,可以通过其它的方式实现。例如,以上所描述的设备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设备,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 only 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 invention lies in the fact 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 present 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设备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 realizing 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 that list 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 (71)

  1. 一种超声图像分析方法,其特征在于,所述方法包括:An ultrasound image analysis method, characterized in that the method includes:
    获取肺部超声图像;Acquire ultrasound images of the lungs;
    识别所述肺部超声图像中各个肺区的超声征象;Identifying the ultrasound signs of each lung area in the lung ultrasound image;
    根据所述超声征象,对所述各个肺区进行评分,以生成评分结果;Scoring the various lung regions according to the ultrasound signs to generate a scoring result;
    在显示界面上显示肺超评分图,所述肺超评分图包括肺部图形以及显示在所述肺部图形各个肺区处的标识,所述标识用于表征对应肺区的所述评分结果。A lung ultra-score map is displayed on the display interface, the lung ultra-score map includes a lung graphic and an identifier displayed at each lung area of the lung graphic, and the identifier is used to characterize the scoring result of the corresponding lung area.
  2. 根据权利要求1所述的方法,其特征在于,所述标识包括图形,所述图形以不同颜色、亮度、纹理、纹理密度、图案、图案密度、填充面积和/或形状表征所述评分结果的分值高低。The method according to claim 1, wherein the identification comprises a graphic, and the graphic uses different colors, brightness, texture, texture density, patterns, pattern density, filling area, and/or shape to characterize the results of the scoring. High and low points.
  3. 根据权利要求1所述的方法,其特征在于,所述标识包括不同颜色的色块或色框,每种颜色的色块或色框代表一个所述评分结果的分值。The method according to claim 1, wherein the identification includes color blocks or color boxes of different colors, and each color block or color box represents a score of the scoring result.
  4. 根据权利要求3所述的方法,其特征在于,所述标识还包括显示于所述色块或色框中的评分结果的分值。The method according to claim 3, wherein the mark further comprises a score of the scoring result displayed in the color block or color box.
  5. 根据权利要求1-4之一所述的方法,其特征在于,所述肺超评分图为回放导航界面,所述方法还包括:The method according to any one of claims 1-4, wherein the lung ultrasonography chart is a playback navigation interface, and the method further comprises:
    当接收到对所述肺超评分图的某一肺区的所述标识的选择指令时,在所述显示界面上显示所述肺区对应的肺部超声图像。When a selection instruction for the identification of a certain lung area of the lung ultrasonography map is received, the lung ultrasound image corresponding to the lung area is displayed on the display interface.
  6. 根据权利要求5所述的方法,其特征在于,每个肺区与所述肺部超声图像的一帧或多帧对应。The method according to claim 5, wherein each lung area corresponds to one or more frames of the lung ultrasound image.
  7. 根据权利要求5所述的方法,其特征在于,所述方法还包括:在所述肺部超声图像上显示所选择肺区处多次评分结果的评分图表。The method according to claim 5, wherein the method further comprises: displaying a scoring chart of multiple scoring results at the selected lung region on the lung ultrasound image.
  8. 根据权利要求7所述的方法,其特征在于,所述评分图表上的评分结果与所选择肺区对应的肺部超声图像具有映射关系,所述方法还包括:The method according to claim 7, wherein the scoring result on the scoring chart has a mapping relationship with the lung ultrasound image corresponding to the selected lung area, and the method further comprises:
    当接收到对所述评分图表上的评分结果的选择指令时,在所述显示界面上显示该次评分结果对应的肺部超声图像。When a selection instruction for the scoring result on the scoring chart is received, the lung ultrasound image corresponding to the scoring result is displayed on the display interface.
  9. 根据权利要求7所述的方法,其特征在于,所述方法还包括:将当前显示的肺部超声图像的评分结果在所述评分图表中高亮显示。The method according to claim 7, wherein the method further comprises: highlighting the scoring result of the currently displayed lung ultrasound image in the scoring chart.
  10. 根据权利要求1所述的方法,其特征在于,所述肺超评分图包括显示在所述肺部图形各个肺区处的相应肺区的肺部超声图像,所述标识与所述 肺部超声图像同步显示。The method according to claim 1, wherein the lung ultrasound scoring map comprises a lung ultrasound image of a corresponding lung area displayed at each lung area of the lung graph, and the mark is identical to the lung ultrasound image. The images are displayed simultaneously.
  11. 根据权利要求10所述的方法,其特征在于,所述标识显示于所述肺部超声图像上,或者,所述标识与所述肺部超声图像并列显示。The method according to claim 10, wherein the mark is displayed on the lung ultrasound image, or the mark and the lung ultrasound image are displayed side by side.
  12. 根据权利要求10所述的方法,其特征在于,所述标识包括显示在所述肺部超声图像上的具有不同颜色、亮度、填充面积、图案、形状或纹理的角标或边框。The method according to claim 10, wherein the mark comprises a corner mark or a frame with different colors, brightness, filling areas, patterns, shapes, or textures displayed on the lung ultrasound image.
  13. 根据权利要求10所述的方法,其特征在于,所述肺超评分图还包括显示在所述肺部超声图像上的评分结果的分值、B线数目和/或B线覆盖百分比。The method according to claim 10, wherein the lung ultrasound scoring map further comprises the score of the scoring result displayed on the lung ultrasound image, the number of B-lines, and/or the coverage percentage of the B-line.
  14. 根据权利要求10所述的方法,其特征在于,所述方法还包括:The method according to claim 10, wherein the method further comprises:
    当接收到对所述肺超评分图的某一肺区的肺部超声图像的选择指令时,在所述显示界面上放大显示所选择的肺部超声图像。When receiving a selection instruction for a lung ultrasound image of a certain lung area of the lung ultrasound scoring map, the selected lung ultrasound image is enlarged and displayed on the display interface.
  15. 根据权利要求1所述的方法,其特征在于,所述方法还包括:在所述肺超评分图上显示多个肺区的总评分。The method according to claim 1, wherein the method further comprises: displaying a total score of a plurality of lung regions on the lung ultra-score map.
  16. 根据权利要求1-15之一所述的方法,其特征在于,所述方法还包括:输出超声报告,所述超声报告包括所述肺超评分图。The method according to any one of claims 1-15, wherein the method further comprises: outputting an ultrasound report, the ultrasound report including the lung ultrasound score map.
  17. 根据权利要求1-16之一所述的方法,其特征在于,所述在显示界面上显示肺超评分图包括:The method according to any one of claims 1-16, wherein the displaying a lung ultrasonography chart on a display interface comprises:
    在所述显示界面上显示单次评分的肺超评分图。A single-scored lung ultrasonography chart is displayed on the display interface.
  18. 根据权利要求1-16之一所述的方法,其特征在于,所述在显示界面上显示肺超评分图包括:The method according to any one of claims 1-16, wherein the displaying a lung ultrasonography chart on a display interface comprises:
    在所述显示界面上同时显示多个窗口,每个窗口中显示一次评分的所述肺超评分图。Multiple windows are displayed on the display interface at the same time, and the lung ultrasound scoring chart scored once is displayed in each window.
  19. 根据权利要求18所述的方法,其特征在于,所述方法还包括:当接收到选择其中一个窗口的肺超评分图的某个肺区的标识时,自动高亮其他一个或多个窗口的肺超评分图的对应肺区处的标识。The method according to claim 18, characterized in that, the method further comprises: when receiving an identification of a certain lung area in the lung ultrasound scoring map of one of the windows, automatically highlighting the other one or more windows The mark of the corresponding lung area on the lung ultrasonography chart.
  20. 根据权利要求18所述的方法,其特征在于,还包括:在每个所述窗口中显示所述肺超评分图的获得时间。The method according to claim 18, further comprising: displaying the acquisition time of the lung ultrasound score map in each of the windows.
  21. 根据权利要求20所述的方法,其特征在于,还包括:在一次评分的所述肺超评分图上高亮显示相对于该次评分前一时间或后一时间的所述肺超评分图的某一肺区的评分结果发生变化的标识。The method according to claim 20, further comprising: highlighting on the lung ultra-score map of a scoring time relative to the lung ultra-score map at a time before or after the score. An indicator of a change in the scoring result of a certain lung area.
  22. 根据权利要求20所述的方法,其特征在于,还包括:The method according to claim 20, further comprising:
    获得各个肺区在相邻两个获得时间的评分结果的差值;Obtain the difference between the scoring results of each lung area at two adjacent acquisition times;
    在对应后一时间的所述肺超评分图的窗口中在所述肺超评分图上以图形元素显示所述差值。The difference is displayed as a graphical element on the lung ultra-score map in a window corresponding to the lung ultra-score map at a later time.
  23. 根据权利要求22所述的方法,其特征在于,所述图形元素具有不同颜色、大小、形状、纹理、图案、填充面积和/或图案密度以表征所述差值的大小。The method according to claim 22, wherein the graphic elements have different colors, sizes, shapes, textures, patterns, filling areas, and/or pattern densities to represent the magnitude of the difference.
  24. 根据权利要求18所述的方法,其特征在于,所述在显示界面上显示肺超评分图包括:在所述显示界面上同时显示四个所述窗口。The method according to claim 18, wherein the displaying a lung ultrasound score chart on a display interface comprises: simultaneously displaying four of the windows on the display interface.
  25. 根据权利要求18所述的方法,其特征在于,所述方法还包括:当接收到选择至少两个所述肺超评分图进行对比评估时,在所述显示界面的所述多个窗口中显示所述至少两个所述肺超评分图及其对应的肺部超声图像。The method according to claim 18, characterized in that the method further comprises: when receiving selection of at least two of the lung ultrasound score maps for comparative evaluation, displaying in the multiple windows of the display interface The at least two lung ultra-score maps and their corresponding lung ultrasound images.
  26. 根据权利要求1-16之一所述的方法,其特征在于,当接收到选择至少两个所述肺超评分图进行对比评估时,所述在显示界面上显示肺超评分图包括:The method according to any one of claims 1-16, wherein when it is received that at least two of the lung ultrasonography charts are selected for comparative evaluation, the displaying the lung ultrasonography chart on the display interface comprises:
    在所述显示界面上同时显示至少两组窗口,并在每组窗口中显示选择的其中一个所述肺超评分图及其对应的肺部超声图像。At least two sets of windows are displayed on the display interface at the same time, and one of the selected lung ultrasound score maps and the corresponding lung ultrasound image are displayed in each set of windows.
  27. 根据权利要求25或26所述的方法,其特征在于,所述方法还包括:当接收到选择一个肺超评分图的某个肺区的肺部超声图像进行显示时,自动显示其他一个或多个肺超评分图的对应肺区处的肺部超声图像。The method according to claim 25 or 26, wherein the method further comprises: when a lung ultrasound image of a certain lung area of a lung ultrasound scoring map is selected for display, automatically displaying the other one or more The ultrasound images of the lungs at the corresponding lung regions of each lung ultrasonography map.
  28. 根据权利要求1所述的方法,其特征在于,所述获取肺部超声图像包括:实时采集所述肺部超声图像或从存储介质中读取所述肺部超声图像。The method according to claim 1, wherein said acquiring an ultrasound image of the lung comprises: acquiring the ultrasound image of the lung in real time or reading the ultrasound image of the lung from a storage medium.
  29. 根据权利要求1所述的方法,其特征在于,所述识别所述肺部超声图像中的超声征象包括:自动识别、手动识别、或自动识别与手动识别相结合。The method according to claim 1, wherein the identifying the ultrasound signs in the lung ultrasound image comprises: automatic identification, manual identification, or a combination of automatic identification and manual identification.
  30. 根据权利要求29所述的方法,其特征在于,所述自动识别包括:将所述肺部超声图像输入训练好的神经网络模型,并输出所述超声征象的识别结果。The method according to claim 29, wherein the automatic recognition comprises: inputting the lung ultrasound image into a trained neural network model, and outputting the recognition result of the ultrasound sign.
  31. 一种超声图像分析方法,其特征在于,包括:An ultrasound image analysis method, characterized in that it comprises:
    获取被测对象的一个或多个区域的超声图像;Acquire ultrasound images of one or more regions of the object to be measured;
    识别所述一个或多个区域的超声图像中的超声征象;Identifying ultrasound signs in ultrasound images of the one or more regions;
    根据所述超声征象,对所述一个或多个区域的超声图像进行评分,以生成评分结果;Scoring the ultrasound images of the one or more regions according to the ultrasound signs to generate a scoring result;
    在显示界面上显示超声评分图,所述超声评分图包括被测对象的图形以及显示在所述被测对象的图形的一个或多个区域的标识,所述标识用于表征对应区域的所述评分结果。An ultrasound scoring chart is displayed on the display interface, the ultrasound scoring chart includes a graph of the object to be measured and one or more area identifications displayed on the graph of the object to be measured, and the identifications are used to characterize the corresponding area of the Scoring results.
  32. 根据权利要求31所述的方法,其特征在于,所述标识包括图形,所述图形以不同颜色、亮度、纹理、纹理密度、图案、图案密度、填充面积和/或形状表征所述评分结果的分值高低。The method according to claim 31, wherein the identification comprises a graphic, and the graphic uses different colors, brightness, texture, texture density, patterns, pattern density, filling area and/or shape to characterize the results of the scoring. High and low points.
  33. 根据权利要求31所述的方法,其特征在于,所述超声评分图为回放导航界面,所述方法还包括:The method according to claim 31, wherein the ultrasound score chart is a playback navigation interface, and the method further comprises:
    当接收到对所述超声评分图的某一区域的所述标识的选择指令时,在所述显示界面上显示所述区域对应的超声图像。When a selection instruction for the mark of a certain area of the ultrasound scoring map is received, the ultrasound image corresponding to the area is displayed on the display interface.
  34. 根据权利要求31所述的方法,其特征在于,所述超声评分图包括显示在所述被测对象的图形的一个或多个区域处的相应区域的超声图像,所述标识与所述超声图像同步显示。The method according to claim 31, wherein the ultrasound scoring map comprises ultrasound images of corresponding regions displayed at one or more regions of the graph of the object to be measured, and the mark is identical to the ultrasound image. Synchronous display.
  35. 根据权利要求34所述的方法,其特征在于,所述标识显示于所述超声图像上,或者,所述标识与所述超声图像并列显示。The method according to claim 34, wherein the logo is displayed on the ultrasound image, or the logo and the ultrasound image are displayed side by side.
  36. 根据权利要求35所述的方法,其特征在于,所述标识包括显示在所述超声图像上的具有不同颜色、亮度、填充面积、图案、形状或纹理的角标或边框。The method according to claim 35, wherein the mark comprises a corner mark or a frame with different colors, brightness, filling areas, patterns, shapes, or textures displayed on the ultrasound image.
  37. 根据权利要求30-36之一所述的方法,其特征在于,所述在显示界面上显示超声评分图包括:The method according to any one of claims 30-36, wherein the displaying an ultrasound score chart on a display interface comprises:
    在所述显示界面上显示单次评分的超声评分图。A single-scored ultrasound score chart is displayed on the display interface.
  38. 根据权利要求30-36之一所述的方法,其特征在于,所述在显示界面上显示超声评分图包括:The method according to any one of claims 30-36, wherein the displaying an ultrasound score chart on a display interface comprises:
    在所述显示界面上同时显示多个窗口,每个窗口中显示对相同区域的一次评分的所述超声评分图。Multiple windows are displayed on the display interface at the same time, and each window displays the ultrasound scoring chart once scoring the same area.
  39. 根据权利要求38所述的方法,其特征在于,还包括:在每个所述窗口中显示所述超声评分图的获得时间,并按照所述获得时间的先后顺序排列所述超声评分图。The method according to claim 38, further comprising: displaying the acquisition time of the ultrasound scoring chart in each of the windows, and arranging the ultrasound scoring chart in the order of the acquisition time.
  40. 根据权利要求39所述的方法,其特征在于,还包括:在一次评分的 所述超声评分图上高亮显示相对于该次评分前一时间或后一时间的所述超声评分图的某一区域的评分结果发生变化的标识。The method according to claim 39, further comprising: highlighting on the ultrasound scoring chart of a scoring one time relative to the ultrasound scoring chart at a time before or after the scoring. The indicator of the change in the scoring result of the area.
  41. 根据权利要求39所述的方法,其特征在于,还包括:The method according to claim 39, further comprising:
    获得所述一个或多个区域在相邻两个获得时间的评分结果的差值;Obtaining the difference between the scoring results of the one or more regions at two adjacent acquisition times;
    在对应后一时间的所述超声评分图的窗口中在所述超声评分图上以图形元素显示所述差值。The difference value is displayed as a graphical element on the ultrasound scoring chart in a window corresponding to the ultrasound scoring chart at a later time.
  42. 根据权利要求38所述的方法,其特征在于,所述方法包括在其中一个窗口中显示所述多个区域的当前评分的所述超声评分图,以及在多个窗口的其余一个或多个窗口中显示对应区域的一次或多次历史评分的所述超声评分图。The method according to claim 38, wherein the method comprises displaying the ultrasound score map of the current scores of the multiple regions in one of the windows, and the other one or more windows of the multiple windows The ultrasound score map of one or more historical scores of the corresponding area is displayed in.
  43. 根据权利要求42所述的方法,其特征在于,还包括:根据所述当前评分和所述历史评分生成趋势图。The method according to claim 42, further comprising: generating a trend graph based on the current score and the historical score.
  44. 根据权利要求43所述的方法,其特征在于,还包括:输出超声报告,所述超声报告包括所述趋势图和/或各个区域在相邻两个获得时间的评分结果的差值。The method according to claim 43, further comprising: outputting an ultrasound report, the ultrasound report including the trend graph and/or the difference between the scoring results of each area at two adjacent acquisition times.
  45. 根据权利要求38所述的方法,其特征在于,所述方法还包括:当选择至少两个所述超声评分图进行对比评估时,在所述显示界面的所述多个窗口中显示所述至少两个所述超声评分图及其对应的超声图像。The method according to claim 38, wherein the method further comprises: when at least two of the ultrasound scoring charts are selected for comparative evaluation, displaying the at least one in the multiple windows of the display interface Two of the ultrasound score maps and their corresponding ultrasound images.
  46. 根据权利要求45所述的方法,其特征在于,所述方法还包括:当在对比评估的至少两个所述超声评分图中选择一个超声评分图的某个区域的超声图像进行显示时,自动显示其他一个或多个超声评分图的对应区域处的超声图像。The method according to claim 45, wherein the method further comprises: when an ultrasound image of a certain area of an ultrasound score map is selected for display in at least two of the ultrasound score maps evaluated by comparison, automatically Display the ultrasound image at the corresponding area of the other one or more ultrasound score maps.
  47. 一种超声成像方法,其特征在于,包括:An ultrasound imaging method, characterized in that it comprises:
    获取被测对象的历史超声评分图,所述历史超声评分图包括被测对象图形以及显示在所述被测对象图形的一个或多个区域的标识,所述标识用于表征历史评分;Acquiring a historical ultrasound scoring map of the measured object, the historical ultrasound scoring map including a graph of the object to be measured and identifications displayed in one or more regions of the graph of the object to be measured, the identifications being used to characterize the historical scoring;
    根据历史评分的分值生成所述一个或多个区域的扫查指示;Generating a scan instruction of the one or more regions according to the score of the historical score;
    按照所述扫查指示向所述被测对象的一个或多个区域发送超声波进行扫查,获得超声回波信号;以及According to the scanning instructions, send ultrasonic waves to one or more areas of the measured object for scanning to obtain ultrasonic echo signals; and
    对所述超声回波信号进行处理,以获得所述一个或多个区域的当前超声图像。The ultrasound echo signal is processed to obtain the current ultrasound image of the one or more regions.
  48. 如权利要求47所述的方法,其特征在于,所述根据历史评分的分值生成所述一个或多个区域的扫查指示包括:根据所述分值的高低生成所述一个或多个区域的扫查顺序;或,根据所述分值与预设阈值的关系,高亮显示分值超出所述预设阈值的区域。The method of claim 47, wherein the generating the scan indication of the one or more regions according to the score of the historical score comprises: generating the one or more regions according to the level of the score Or, according to the relationship between the score and the preset threshold, highlight the area where the score exceeds the preset threshold.
  49. 如权利要求47所述的方法,其特征在于,还包括:The method of claim 47, further comprising:
    识别所述一个或多个区域的当前超声图像的超声征象;Identifying the ultrasound signs of the current ultrasound image of the one or more regions;
    根据所述超声征象获得所述一个或多个区域的当前评分;以及Obtaining the current score of the one or more regions based on the ultrasound signs; and
    根据所述一个或多个区域的当前评分更新所述历史超声评分图以得到当前超声评分图,所述当前超声评分图包括所述被测对象图形和显示在所述被测对象图形的一个或多个区域的标识,所述标识用于表征当前评分。Update the historical ultrasound score map according to the current scores of the one or more regions to obtain a current ultrasound score map, the current ultrasound score map including the measured object graph and one or the other displayed on the measured object graph The identifiers of multiple regions, the identifiers are used to characterize the current score.
  50. 如权利要求49所述的方法,其特征在于,还包括:在所述当前超声评分图上高亮显示评分发生变化的区域的标识。The method according to claim 49, further comprising: highlighting the identification of the area where the score has changed on the current ultrasound score map.
  51. 一种超声成像系统,其特征在于,包括:An ultrasound imaging system is characterized in that it comprises:
    超声探头;Ultrasound probe
    发射电路,用于激励所述超声探头向目标对象发射超声波;A transmitting circuit for stimulating the ultrasonic probe to transmit ultrasonic waves to a target object;
    接收电路,用于控制所述超声探头接收从所述目标对象返回的超声回波,获得超声回波信号;A receiving circuit for controlling the ultrasonic probe to receive the ultrasonic echo returned from the target object to obtain an ultrasonic echo signal;
    处理器,用于:Processor for:
    对所述超声回波信号进行处理,以得到肺部超声图像;Processing the ultrasound echo signal to obtain an ultrasound image of the lung;
    识别所述肺部超声图像中一个或多个肺区的超声征象;Identifying the ultrasound signs of one or more lung regions in the lung ultrasound image;
    根据所述超声征象,对所述一个或多个肺区进行评分,以生成评分结果;Scoring the one or more lung regions according to the ultrasound signs to generate a scoring result;
    存储器,用于存储所述处理器执行的程序;A memory for storing programs executed by the processor;
    显示器,用于在显示界面上显示肺超评分图,所述肺超评分图包括肺部图形以及显示在所述肺部图形各个肺区处的标识,所述标识用于表征对应肺区的所述评分结果。The display is used to display a lung ultrasound scoring chart on a display interface. The lung ultrasound scoring chart includes a lung graphic and an identifier displayed at each lung region of the lung graphic, and the identifier is used to characterize all of the corresponding lung regions. Describe the scoring results.
  52. 根据权利要求51所述的超声成像系统,其特征在于,所述标识包括图形,所述图形以不同颜色、亮度、纹理、纹理密度、图案、图案密度、填充面积和/或形状表征所述评分结果的分值高低。The ultrasound imaging system according to claim 51, wherein the mark comprises a graphic, and the graphic characterizes the score in different colors, brightness, texture, texture density, patterns, pattern density, filling area, and/or shape. The score of the result is high or low.
  53. 根据权利要求51所述的超声成像系统,其特征在于,所述标识包括不同颜色的色块或色框,每种颜色的色块或色框代表一个所述评分结果的分 值。The ultrasound imaging system according to claim 51, wherein the identifier comprises color blocks or color boxes of different colors, and each color block or color box represents a score of the scoring result.
  54. 根据权利要求53所述的超声成像系统,其特征在于,所述标识还包括显示于所述色块或色框中的评分结果的分值。The ultrasound imaging system according to claim 53, wherein the mark further comprises a score of the scoring result displayed in the color block or color box.
  55. 根据权利要求51所述的超声成像系统,其特征在于,所述标识包括叠加在所述一个或多个肺区的各个肺区上的覆盖部,所述覆盖部以不同颜色、亮度、纹理、纹理密度、图案、图案密度和/或填充面积表征所述评分结果的分值高低。The ultrasound imaging system according to claim 51, wherein the identification comprises a covering part superimposed on each lung area of the one or more lung areas, and the covering part is in different colors, brightness, texture, The texture density, pattern, pattern density and/or filling area represent the level of the score of the scoring result.
  56. 根据权利要求51-55之一所述的超声成像系统,其特征在于,所述肺超评分图为回放导航界面,当所述处理器接收到对所述肺超评分图的某一肺区的所述标识的选择指令时,所述显示器在所述显示界面上显示所述肺区对应的肺部超声图像。The ultrasound imaging system according to any one of claims 51-55, wherein the lung ultrasound scoring map is a playback navigation interface, and when the processor receives a report on a certain lung area of the lung ultrasound scoring map Upon the selection instruction of the mark, the display displays the lung ultrasound image corresponding to the lung area on the display interface.
  57. 根据权利要求56所述的超声成像系统,其特征在于,所述一个或多个的每个肺区对应存储一帧或多帧所述肺部超声图像。The ultrasound imaging system of claim 56, wherein each of the one or more lung regions stores one or more frames of the lung ultrasound images.
  58. 根据权利要求51所述的超声成像系统,其特征在于,所述肺超评分图包括显示在所述肺部图形所述一个或多个肺区处的相应肺区的肺部超声图像,所述标识与所述肺部超声图像同步显示。The ultrasound imaging system of claim 51, wherein the lung ultrasound scoring map comprises a lung ultrasound image of a corresponding lung region displayed at the one or more lung regions in the lung graph, and The mark is displayed synchronously with the ultrasound image of the lung.
  59. 根据权利要求58所述的超声成像系统,其特征在于,所述标识显示于所述肺部超声图像上,或者,所述标识与所述肺部超声图像并列显示,或者,所述肺部超声图像显示于所述标识上。The ultrasound imaging system according to claim 58, wherein the logo is displayed on the lung ultrasound image, or the logo and the lung ultrasound image are displayed side by side, or the lung ultrasound image The image is displayed on the logo.
  60. 根据权利要求59所述的超声成像系统,其特征在于,所述标识包括显示在所述肺部超声图像上的具有不同颜色、亮度、填充面积、图案、形状或纹理的角标或边框。The ultrasound imaging system according to claim 59, wherein the identification comprises a corner mark or frame with different colors, brightness, filling areas, patterns, shapes, or textures displayed on the lung ultrasound image.
  61. 根据权利要求58所述的超声成像系统,其特征在于,当所述处理器接收到对所述肺超评分图的某一肺区的肺部超声图像的选择指令时,使所述显示器在所述显示界面上放大显示所选择的肺部超声图像。The ultrasound imaging system according to claim 58, wherein when the processor receives a selection instruction for a lung ultrasound image of a certain lung area of the lung ultrasound score map, the display is set to The selected ultrasound image of the lung is enlarged and displayed on the display interface.
  62. 根据权利要求51所述的超声成像系统,其特征在于,所述显示器还用于:在所述肺超评分图上显示所述一个或多个肺区的总评分。The ultrasound imaging system of claim 51, wherein the display is further configured to display the total score of the one or more lung regions on the lung ultra-score map.
  63. 根据权利要求51-62之一所述的超声成像系统,其特征在于,所述在显示界面上显示肺超评分图包括:The ultrasound imaging system according to any one of claims 51-62, wherein said displaying a lung ultrasound score chart on a display interface comprises:
    在所述显示界面上同时显示多个窗口,每个窗口中显示一次评分的所述肺超评分图。Multiple windows are displayed on the display interface at the same time, and the lung ultrasound scoring chart scored once is displayed in each window.
  64. 根据权利要求63所述的超声成像系统,其特征在于,所述处理器还用于:当接收到选择其中一个窗口的肺超评分图的某个肺区的标识时,控制所述显示器自动高亮其他一个或多个窗口的肺超评分图的对应肺区处的标识。The ultrasound imaging system according to claim 63, wherein the processor is further configured to: when receiving an identification of a certain lung area in the lung ultrasound score map of one of the windows, control the display to automatically highlight Brighten the label of the corresponding lung area in the lung ultra-score map of the other one or more windows.
  65. 根据权利要求63所述的超声成像系统,其特征在于,所述处理器还用于控制所述显示器:在每个所述窗口中显示所述肺超评分图的获得时间,并按照所述获得时间的先后顺序排列所述肺超评分图。The ultrasound imaging system according to claim 63, wherein the processor is further configured to control the display: to display the acquisition time of the lung ultrasound score map in each of the windows, and according to the acquisition time The lung ultrasonograms are arranged in the order of time.
  66. 根据权利要求65所述的超声成像系统,其特征在于,所述处理器还用于控制所述显示器:在一次评分的所述肺超评分图上高亮显示相对于该次评分前一时间或后一时间的所述肺超评分图的某一肺区的评分结果发生变化的标识。The ultrasound imaging system according to claim 65, wherein the processor is further configured to control the display: highlighting a time or a time before the score on the lung ultra-score map of a score. An indicator of a change in the scoring result of a certain lung area in the lung ultra-score map at a later time.
  67. 根据权利要求63所述的超声成像系统,其特征在于,当接收到选择至少两个所述肺超评分图进行对比评估时,所述处理器控制所述显示器在所述显示界面的所述多个窗口中显示所述至少两个所述肺超评分图及其对应的肺部超声图像。The ultrasound imaging system according to claim 63, wherein when receiving the selection of at least two of the lung ultrasonographic scoring maps for comparative evaluation, the processor controls the display on the display interface. The at least two lung ultrasound score maps and their corresponding lung ultrasound images are displayed in each window.
  68. 根据权利要求51-62之一所述的超声成像系统,其特征在于,当接收到选择至少两个所述肺超评分图进行对比评估时,所述在显示界面上显示肺超评分图包括:The ultrasound imaging system according to any one of claims 51-62, wherein when it is received that at least two of the lung ultrasound score maps are selected for comparative evaluation, the displaying the lung ultrasound score map on the display interface comprises:
    在所述显示界面上同时显示至少两组窗口,并在每组窗口中显示选择的其中一个所述肺超评分图及其对应的肺部超声图像。At least two sets of windows are displayed on the display interface at the same time, and one of the selected lung ultrasound score maps and the corresponding lung ultrasound image are displayed in each set of windows.
  69. 根据权利要求67或68所述的超声成像系统,其特征在于,当接收到选择对比评估的至少两个所述肺超评分图中一个肺超评分图的某个肺区的肺部超声图像进行显示时,所述处理器还用于控制所述显示器:自动显示其他一个或多个肺超评分图的对应肺区处的肺部超声图像。The ultrasound imaging system according to claim 67 or 68, wherein when receiving a lung ultrasound image of a certain lung area in one lung ultrasound scoring map in at least two of the lung ultrasound scoring maps selected for comparative evaluation When displaying, the processor is also used to control the display to automatically display the lung ultrasound images at the corresponding lung regions of the other one or more lung ultrasound score maps.
  70. 一种超声成像系统,其特征在于,包括:An ultrasound imaging system is characterized in that it comprises:
    超声探头;Ultrasound probe
    发射电路,用于激励所述超声探头向被测对象的一个或多个区域发射超声波;A transmitting circuit for stimulating the ultrasonic probe to transmit ultrasonic waves to one or more regions of the object to be measured;
    接收电路,用于控制所述超声探头接收从所述一个或多个区域返回的超声回波,获得超声回波信号;A receiving circuit for controlling the ultrasonic probe to receive the ultrasonic echo returned from the one or more regions to obtain the ultrasonic echo signal;
    处理器,用于:Processor for:
    对所述超声回波信号进行处理,以得到所述一个或多个区域的超 声图像;Processing the ultrasound echo signals to obtain ultrasound images of the one or more regions;
    识别所述一个或多个区域的超声图像中的超声征象;Identifying ultrasound signs in ultrasound images of the one or more regions;
    根据所述超声征象,对所述一个或多个区域的超声图像进行评分,以生成评分结果;Scoring the ultrasound images of the one or more regions according to the ultrasound signs to generate a scoring result;
    存储器,用于存储所述处理器执行的程序;A memory for storing programs executed by the processor;
    显示器,用于在显示界面上显示超声评分图,所述超声评分图包括被测对象的图形以及显示在所述被测对象的图形的一个或多个区域的标识,所述标识用于表征对应区域的所述评分结果。The display is used to display an ultrasound scoring chart on a display interface, the ultrasound scoring chart including a graph of the object to be measured and identifications displayed in one or more regions of the graph of the object to be measured, and the identifications are used to characterize the corresponding The scoring result of the area.
  71. 一种计算机存储介质,其上存储有计算机程序,其特征在于,所述计算机程序被计算机或处理器执行时实现权利要求1至50中任一项所述方法的步骤。A computer storage medium having a computer program stored thereon, wherein the computer program implements the steps of any one of claims 1 to 50 when the computer program is executed by a computer or a processor.
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Cited By (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN113763353A (en) * 2021-09-06 2021-12-07 杭州类脑科技有限公司 Lung ultrasonic image detection system
CN116521912A (en) * 2023-07-04 2023-08-01 广东恒腾科技有限公司 Ultrasonic data storage management system and method based on artificial intelligence

Citations (9)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
KR20120017356A (en) * 2010-08-18 2012-02-28 인하대학교 산학협력단 An automatic detection method of cardiac cardiomegaly through chest radiograph analyses and the recording medium thereof
CN103778600A (en) * 2012-10-25 2014-05-07 北京三星通信技术研究有限公司 Image processing system
CN104055535A (en) * 2013-03-19 2014-09-24 柯尼卡美能达株式会社 Ultrasound Diagnostic Imaging Apparatus
CN104414685A (en) * 2013-08-21 2015-03-18 柯尼卡美能达株式会社 Ultrasound diagnostic apparatus and ultrasound image processing method
CN107563123A (en) * 2017-09-27 2018-01-09 百度在线网络技术(北京)有限公司 Method and apparatus for marking medical image
CN108573490A (en) * 2018-04-25 2018-09-25 王成彦 A kind of intelligent read tablet system for tumor imaging data
CN108846840A (en) * 2018-06-26 2018-11-20 张茂 Lung ultrasound image analysis method, device, electronic equipment and readable storage medium storing program for executing
CN109727243A (en) * 2018-12-29 2019-05-07 无锡祥生医疗科技股份有限公司 Breast ultrasound image recognition analysis method and system
CN109788939A (en) * 2016-09-29 2019-05-21 通用电气公司 For enhancing the method and system of the visualization of representative ultrasound image and selection by detecting B line automatically and being scored the image of ultrasonic scanning

Patent Citations (9)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
KR20120017356A (en) * 2010-08-18 2012-02-28 인하대학교 산학협력단 An automatic detection method of cardiac cardiomegaly through chest radiograph analyses and the recording medium thereof
CN103778600A (en) * 2012-10-25 2014-05-07 北京三星通信技术研究有限公司 Image processing system
CN104055535A (en) * 2013-03-19 2014-09-24 柯尼卡美能达株式会社 Ultrasound Diagnostic Imaging Apparatus
CN104414685A (en) * 2013-08-21 2015-03-18 柯尼卡美能达株式会社 Ultrasound diagnostic apparatus and ultrasound image processing method
CN109788939A (en) * 2016-09-29 2019-05-21 通用电气公司 For enhancing the method and system of the visualization of representative ultrasound image and selection by detecting B line automatically and being scored the image of ultrasonic scanning
CN107563123A (en) * 2017-09-27 2018-01-09 百度在线网络技术(北京)有限公司 Method and apparatus for marking medical image
CN108573490A (en) * 2018-04-25 2018-09-25 王成彦 A kind of intelligent read tablet system for tumor imaging data
CN108846840A (en) * 2018-06-26 2018-11-20 张茂 Lung ultrasound image analysis method, device, electronic equipment and readable storage medium storing program for executing
CN109727243A (en) * 2018-12-29 2019-05-07 无锡祥生医疗科技股份有限公司 Breast ultrasound image recognition analysis method and system

Cited By (3)

* Cited by examiner, † Cited by third party
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