WO2020019408A1 - 血管图像的处理方法、装置、计算机存储介质及成像设备 - Google Patents
血管图像的处理方法、装置、计算机存储介质及成像设备 Download PDFInfo
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- WO2020019408A1 WO2020019408A1 PCT/CN2018/103798 CN2018103798W WO2020019408A1 WO 2020019408 A1 WO2020019408 A1 WO 2020019408A1 CN 2018103798 W CN2018103798 W CN 2018103798W WO 2020019408 A1 WO2020019408 A1 WO 2020019408A1
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- blood vessel
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Definitions
- the present invention relates to the field of medical equipment, and in particular, to a method, a device, a computer storage medium, and an imaging device for processing a blood vessel image.
- Coronary ischemic heart disease is a group of diseases that include stable angina, unstable angina, myocardial infarction, and sudden death.
- the traditional treatment method is mainly based on coronary angiography to perform percutaneous coronary intervention (PCI) to reconstruct the blood flow in the stenosis to solve the problem of blood supply to the downstream myocardium.
- PCI percutaneous coronary intervention
- myocardial ischemia and the degree of vascular stenosis.
- Previous studies have shown that there is a one-third error between the severity of stenosis judged by angiography and myocardial ischemia.
- FFR blood flow reserve fraction
- the method of processing blood vessel images, or directly measuring the FFR value of a blood vessel using a guide wire or a catheter with a pressure sensor cannot determine the correspondence between the FFR value and a specific point on the blood vessel segment;
- the image shows the relationship between the vascular geometric structure information of the blood vessel and the distance, and the second image is used to show the relationship between the vital feature information and the distance.
- the applicant of the present invention has discovered only after a large number of experiments and researches that the existing processing methods of blood vessel images cannot intuitively simultaneously display the two-dimensional cut surface specifications and vital feature information of blood vessels with any point on the blood vessel segment relative to the preset The relationship between the changes in the distance between the reference points.
- the problem solved by the present invention is how to improve the intuition degree of blood vessel image processing to improve the work efficiency of the user.
- an object of the present invention is to provide a method for processing a blood vessel image, the method includes: obtaining blood vessel geometric structure information of a blood vessel segment of interest; obtaining vital feature information of the blood vessel segment; The structural information and the vital feature information establish an association relationship; and based on the associated relationship, the blood vessel geometric structure information and the vital feature information are displayed in the same image in a mutually fused manner.
- establishing the association relationship between the geometric structure information of the blood vessel and the vital feature information includes: setting a reference position, correlating the vital feature information in the blood vessel segment and the blood vessel geometry according to the reference position.
- Information wherein: the blood vessel includes n two-dimensional slices, the n two-dimensional slices correspond to n points on the blood vessel segment, and the reference position includes one of the following: a reference point, a reference slice, or a reference line, n ⁇ 1, n is a positive integer.
- the displaying the geometrical structure information of the blood vessel and the vital feature information in the same image in a manner of mutual fusion based on the association relationship includes: establishing a first coordinate system, wherein: the The abscissa of the first coordinate system represents a distance from a point on the blood vessel segment to a preset reference position on the vessel segment, and the first ordinate of the first coordinate system corresponds to a point on the vessel segment.
- Vessel geometry information of a two-dimensional section of a blood vessel the origin of the first ordinate is the intersection of the abscissa and the first ordinate; for a preset number of two-dimensional sections of the blood vessel segment, A point corresponding to the abscissa and the first ordinate of the first coordinate system is determined, and a first curve is drawn according to the determined point; the vital feature information in the blood vessel segment and the first curve are fused.
- the mode is displayed in the same image.
- displaying the vital feature information in the blood vessel segment and the first curve in a fused manner in the vital feature information in the same image includes:
- a pseudo color is in a region between the first curve, the abscissa of the first coordinate system, and the first ordinate, and the pseudo color A mapping relationship with the life feature information of the two-dimensional section;
- the first curve, the area after the pseudo-color display, and the first coordinate system are displayed in the same image.
- the first coordinate system further includes: a second ordinate, where the second ordinate represents vital information of each two-dimensional slice, and an origin of the second ordinate is the abscissa and the first coordinate. The intersection of two ordinates;
- the displaying the vital feature information in the blood vessel segment and the first curve in a same image in a fused manner includes:
- the first curve, the second curve, and the first coordinate system are displayed in the same image.
- displaying the vital feature information in the blood vessel segment and the first curve in a same manner in a same image includes:
- the life feature information of the n two-dimensional sections of the blood vessel is falsely colored on a curve determined by the abscissa, and the pseudo color and the life feature information of the two-dimensional section have a mapping relationship;
- the vital characteristic information of the n two-dimensional cut planes showing the first curve, the pseudo-colored blood vessel, and the curve determined by the abscissa and the first coordinate system are in the same image.
- the method further includes:
- a straight line passing through the origin of the first ordinate and parallel to the abscissa as a central axis is used to draw a mirror-symmetrical curve of the first curve as a third curve; wherein: the abscissa is a distance from the The longitudinal distance of the third curve is not less than zero;
- the vital feature information in the blood vessel segment and the first curve and the third curve are displayed in a same image in a fused manner.
- displaying the vital feature information in the blood vessel segment and the first curve and the third curve in a same image in a fused manner includes:
- a pseudo color is in a region between the first curve, the third curve, and the first vertical coordinate, and the pseudo color and the second There is a mapping relationship between the life feature information of the dimensional plane;
- the first coordinate system further includes: a third ordinate, where the third ordinate represents vital feature information of each two-dimensional slice, and an origin of the third ordinate is the abscissa and the first coordinate. The intersection of three ordinates;
- Displaying the vital feature information in the blood vessel segment and the first curve and the third curve in a same manner in a same image includes:
- the first curve, the third curve, the fourth curve, and the fifth curve are displayed in the same image.
- the displaying the vital feature information in the blood vessel segment with the first curve and the third curve in a same image in a fused manner includes:
- two curves determined by the life feature information and the abscissa of the n two-dimensional slices of the blood vessel are pseudo-colored, and the pseudo-color and the two-dimensional slice are There is a mapping relationship between the vital feature information of the two, and the two curves are mirror-symmetrical along the central axis.
- the vascular geometric structure information of the vascular segment includes at least one of the following: diameter, radius, cross-sectional area, or major and minor axes; and / or,
- the two-dimensional section of the blood vessel is a tangent plane of the blood vessel; and / or,
- the vital feature information of each two-dimensional section of the blood vessel includes at least one of the following: FFR information, a ratio of a distal pressure to a proximal pressure of the blood vessel, or a pressure value; and / or,
- the blood vessel is a heart vessel or a peripheral vessel or a cerebral vessel.
- the method further includes:
- the vascular geometric structure information of the vascular segment is a long axis and a short axis
- the area between the long axis and the curve corresponding to the short axis is filled with a preset color; and / or,
- the far-end point and the near-end point where the vital feature information on the blood vessel segment is within a preset threshold range are displayed.
- the same image is a three-dimensional image
- the blood vessel geometric structure information and the vital feature information are displayed in a fused manner in the blood vessel geometric structure information based on the association relationship, include:
- the pseudo-color is colored on the tube wall of the blood vessel, and the pseudo-color has a mapping relationship with the life feature information of the two-dimensional section in the blood vessel segment.
- the method further includes:
- the vessel geometric structure information and vital feature information of the two-dimensional slice at the vessel position that the user is interested in are displayed.
- obtaining the vital feature information of the blood vessel segment of interest includes:
- the obtaining the life feature information of n two-dimensional slices of the blood vessel includes:
- the vital feature information of each position is corresponding to the position on the blood vessel segment of interest.
- An embodiment of the present invention provides a device for processing a blood vessel image, and the device includes:
- a first obtaining unit adapted to obtain vascular geometric structure information of a vascular segment of interest
- a second obtaining unit adapted to obtain vital feature information of the blood vessel segment
- An association unit adapted to establish an association relationship between the geometric structure information of the blood vessel and the vital feature information
- the display unit is adapted to display the blood vessel geometric structure information and the vital feature information in a same image with each other based on the association relationship.
- the association unit is adapted to set a reference position, and correlate the vital feature information and the blood vessel geometric structure information in the blood vessel segment according to the reference position; wherein the blood vessel includes n two-dimensional cut planes, The n two-dimensional slices correspond to n points on the blood vessel, and the reference position includes one of the following: a reference point, a reference slice, or a reference line, where n ⁇ 1, and n is a positive integer.
- the display unit includes:
- a coordinate system establishing subunit is adapted to establish a first coordinate system, wherein an abscissa of the first coordinate system represents a distance from a point on the blood vessel segment to a preset reference position on the blood vessel segment, and the first A first ordinate of a coordinate system represents vascular geometric structure information of a two-dimensional section of a blood vessel corresponding to a point on the vascular segment, and an origin of the first ordinate is a value between the abscissa and the first ordinate.
- the curve drawing subunit is adapted to determine a corresponding point according to a preset number of two-dimensional slices of the blood vessel segment according to the abscissa and the first ordinate of the first coordinate system, and draw the first point according to the determined point to draw the first point. curve;
- the display subunit is adapted to display the vital feature information in the blood vessel segment and the first curve in a same manner in a same image.
- the display subunit is adapted to falsely color the first curve, the abscissa of the first coordinate system, and the first vertical position for a preset number of positions on the blood vessel segment.
- the first curve, the area after the pseudo-color, and the first coordinate system are displayed in the same image.
- the first coordinate system further includes: a second ordinate, where the second ordinate represents vital information of each two-dimensional slice, and an origin of the second ordinate is the abscissa and the first coordinate. The intersection of two ordinates;
- the display subunit is adapted to determine a corresponding point for a preset number of two-dimensional slices of the blood vessel segment according to the abscissa and the second ordinate of the first coordinate system, and draw according to the determined point A second curve is obtained; the first curve, the second curve, and the first coordinate system are displayed in the same image.
- the display sub-unit is adapted to be pseudo-colored on a curve determined by the life feature information and abscissa of n two-dimensional slices of the blood vessel, and the pseudo-color and the life of the two-dimensional slice are There is a mapping relationship between the characteristic information; the vital characteristics information of the n-dimensional two-dimensional slices of the blood vessel after the pseudo-color display is displayed in the same image with the curve determined by the abscissa and the first coordinate system.
- the display subunit is further adapted to draw a mirror-symmetrical curve of the first curve by using a straight line passing through an origin of the first ordinate and parallel to the abscissa as a central axis, as A third curve; wherein the longitudinal distance from the abscissa to the third curve is not less than zero;
- the display subunit is further adapted to display the vital feature information of the n two-dimensional slices of the blood vessel and the first curve and the third curve in a same image in a fused manner.
- the display subunit is adapted to falsely color a preset number of points on the blood vessel segment in a region between the first curve, the third curve, and the first ordinate. And there is a mapping relationship between the pseudo-color and the life feature information of the two-dimensional slice; displaying the first curve, the third curve, the area after the pseudo-color, and the first coordinate system in the same image.
- the first coordinate system further includes: a third ordinate, where the third ordinate represents vital feature information of each two-dimensional slice, and an origin of the third ordinate is the abscissa and the first coordinate. The intersection of three ordinates;
- the curve drawing subunit is further adapted to draw a fourth curve for a preset number of points on the blood vessel segment according to the abscissa of the first coordinate system and the third ordinate; and An origin of the third ordinate, and a straight line parallel to the abscissa as a central axis, drawing a mirror-symmetrical curve of the fourth curve as a fifth curve;
- the display subunit is adapted to display the first curve, the third curve, the fourth curve, and the fifth curve in the same image.
- the display subunit is adapted to, for a preset number of points on the blood vessel segment, two curves determined by the vital feature information and the abscissa coordinated on the n two-dimensional slices of the blood vessel. And there is a mapping relationship between the pseudo color and the life feature information of the two-dimensional section, and the two curves are mirror-symmetrical along the central axis.
- the vascular geometric structure information of the vascular segment includes at least one of the following: diameter, radius, cross-sectional area, or major and minor axes; and / or, the two-dimensional section of the vessel is a tangent plane of the vessel ; And / or, the vital feature information of each two-dimensional section of the blood vessel includes at least one of the following: FFR information, a ratio of a distal pressure to a proximal pressure of the blood vessel, or a pressure value; and / or, the blood vessel Cardiac or peripheral or cerebrovascular.
- the display subunit is further adapted to, when the geometrical structure information of the blood vessel of each two-dimensional slice of the blood vessel is a long axis and a short axis, between the long axis and the curve corresponding to the short axis
- the area is filled with a preset color; and / or, the display subunit is further adapted to: display the narrowest point on the blood vessel segment in the same image; and / or, in the same image, Displaying the far-end point and the near-end point of the vital feature information on the blood vessel segment within a preset threshold range.
- the same image is a three-dimensional image
- the display unit is adapted to impinge on the tube wall of the blood vessel for any two-dimensional slice on the blood vessel segment, and the pseudo color and the There is a mapping relationship between the life feature information of the two-dimensional plane.
- the apparatus further includes:
- a viewing unit adapted to check whether a user's viewing instruction has been received
- the display unit is further adapted to display, when the viewing unit receives a viewing instruction from the user, the geometric structure information and vital feature information of the blood vessel in a two-dimensional slice at a position of the blood vessel that the user is interested in.
- the second acquisition unit is adapted to acquire a coronary angiography image or tomography of the blood vessel; perform image processing on the coronary angiography image or tomography of the blood vessel, and the image processing process includes at least an image Segmentation and vascular lumen morphology reconstruction; Calculate the vascular lumen morphology after segmentation and reconstruction to obtain the vascular geometry information of the lumen at each position of the reconstructed blood vessel, and use the vascular pressure difference or FFR calculation algorithm to obtain each Life feature information corresponding to the two-dimensional section.
- the second obtaining unit is adapted to: obtain a vital feature information of a point on the vascular segment of interest by using a guide wire or a catheter carrying a pressure sensor; and according to the positioning component, the vital feature of each location point The information corresponds to a position on the vessel segment of interest.
- An embodiment of the present invention provides a computer storage medium on which a computer program that can be run on a processor is stored.
- the computer program is executed by the processor, the method for processing a blood vessel image according to any one of the above is implemented. .
- An embodiment of the present invention provides an imaging device, including the apparatus for processing a blood vessel image according to any one of the foregoing.
- the imaging device includes any one of the following: a contrast machine, an X-ray tomography camera, an intravascular ultrasound imaging device, and an optical coherence tomography device.
- the method and device for processing a blood vessel image provided by the present invention have the following advantages:
- the blood vessel geometric structure information and the vital feature information are used to establish an association relationship, and then the blood vessel geometric structure information and the vital feature information are based on the association relationship.
- the fusion mode is displayed in the same image. For users of the blood vessel image processing device, especially doctor users, by viewing one image, they can directly see the life characteristics at any position on the blood vessel segment at the same time.
- a first curve representing a change in vessel geometric structure information representing a two-dimensional slice of a blood vessel is drawn, and within a region between the first curve and an abscissa of the first coordinate system
- the false color is attached, and the false color has a mapping relationship with the life feature information of the two-dimensional section of the blood vessel.
- the user can also view the eccentricity of the two-dimensional section of the blood vessel, thereby improving the accuracy of the user's diagnosis of the disease.
- the doctor user can determine the worst condition of the blood vessel at a relatively fast speed, saving the time of the doctor user.
- the blood vessel image processing device can display the blood vessel geometric structure information and vital feature information of the two-dimensional slice at the blood vessel position that the user is interested in when receiving the user's viewing instruction, for the user, it is possible to According to individual needs, move the mouse to any position of interest on the vascular segment to view vascular geometric structure information and vital information information, so as to improve the user experience.
- FIG. 1 is a schematic flowchart of a method for processing a blood vessel image according to an embodiment of the present invention
- FIG. 2 is a schematic diagram of displaying a blood vessel image in an embodiment of the present invention.
- FIG. 3 is a schematic diagram of displaying a blood vessel image in an embodiment of the present invention.
- FIG. 4 is a schematic diagram of displaying a blood vessel image in an embodiment of the present invention.
- FIG. 5 is a schematic diagram of displaying a blood vessel image in an embodiment of the present invention.
- FIG. 6 is a schematic diagram of displaying a blood vessel image according to an embodiment of the present invention.
- FIG. 7 is a schematic diagram of displaying a blood vessel image according to an embodiment of the present invention.
- FIG. 8 is a schematic diagram of displaying a blood vessel image in an embodiment of the present invention.
- FIG. 9 is a schematic diagram of displaying a blood vessel image in an embodiment of the present invention.
- FIG. 10 is a schematic diagram of displaying a blood vessel image in an embodiment of the present invention.
- FIG. 11 is a schematic structural diagram of a blood vessel image processing apparatus according to an embodiment of the present invention.
- FFR blood flow reserve fraction
- the conventional blood vessel image processing method has a problem that the work efficiency of the user of the blood vessel image processing device is low.
- an embodiment of the present invention provides a method for processing a blood vessel image.
- the blood vessel geometric structure is established by establishing an association relationship between the blood vessel geometric structure information and the vital feature information, and then using the association relationship as a benchmark.
- the information and the vital feature information are displayed in the same image in a fused manner.
- the blood vessels can be seen directly and simultaneously.
- Vital information and vascular geometry information at any position on the segment no need for doctor user to check any point on the vascular segment or the vital feature information on the two-dimensional section and the blood vessel by comparing the first and second images.
- the geometric structure information can thus facilitate the doctor user to diagnose the disease of the patient, and further facilitate the doctor user to determine the treatment plan of the disease, thereby improving the user's work efficiency.
- FIG. 1 is a schematic flowchart of a method for processing a blood vessel image according to an embodiment of the present invention. As shown in FIG. 1, the method may include the following steps:
- Step S11 Acquire the vessel geometry information of the vessel segment of interest.
- the blood vessel is generally a tubular cavity. If the blood vessel is divided, one section of the blood vessel may be divided into n segments, that is, the blood vessel may include n two-dimensional sections. Correspondingly, there are n divisions on the blood vessel segment, that is, n two-dimensional cut planes may correspond to n points on the blood vessel segment.
- the vascular geometric structure information may include at least: vascular geometric structure information of each two-dimensional section of the blood vessel.
- the vascular geometric structure information may include at least one of the following: diameter, radius, horizontal Cross-sectional area or major and minor axes.
- the vessel geometry information may include only the diameter, only the radius, or the cross-sectional area, or only the long axis and the short axis, or the vessel geometry information of each two-dimensional section may include the above.
- the combination of various situations, such as the vessel geometry information on a two-dimensional slice can include diameter and cross-sectional area, or can include diameter, long axis, and short axis.
- the blood vessel is generally not a standard circle but an ellipse
- the two parameters of the long axis and the short axis of the lumen can exist at the same time. That is, in an embodiment of the present invention, the rule parameters need to include both the long axis and the short axis, and the long axis and the short axis of the two-dimensional section of the blood vessel are used to characterize the specifications of the blood vessel.
- the size can also be convenient for users to know the eccentricity of blood vessels, so it can be convenient for users, especially doctor users, to diagnose and treat diseases and determine treatment plans.
- the diameters and radii mentioned in the embodiments of the present invention are equivalent diameters and equivalent radii.
- the equivalent diameter specifically, for the section of any section of blood vessel, its area can be calculated, and then the cross section of the section of blood vessel is assumed to be a circle, so that the diameter corresponding to this circle is calculated, and the calculated diameter is then Is the equivalent diameter.
- the cross section of the vessel is a circle, the corresponding radius is calculated, and the calculated radius is the equivalent radius.
- the blood vessel may be a cardiac blood vessel, a peripheral blood vessel, or a cerebral blood vessel, and the following embodiments all take blood vessels as cardiac blood vessels for illustration. Those skilled in the art may also use the solutions in the embodiments of the present invention for blood vessels in other parts according to actual needs.
- the two-dimensional cut surface of the blood vessel may be a tangent plane of the blood vessel, that is, the two-dimensional cut surface of the blood vessel is a two-dimensional cut surface obtained by cutting the blood vessel in a vertical direction, so that it can be conveniently viewed by users. .
- Step S12 Acquire vital feature information in the blood vessel segment.
- the vital feature information of each two-dimensional section of the blood vessel refers to information that can characterize a disease or working condition of the blood vessel.
- the vital feature information may include at least one of the following: FFR information, a ratio of a distal pressure of the blood vessel to a proximal pressure, or a pressure value.
- the vital feature information of the two-dimensional section can be FFR information, the ratio of the distal pressure of the blood vessel to the proximal pressure, or the pressure value, and can also be the FFR information, the distal pressure of the blood vessel, and the near End pressure ratio or any two or even a combination of three pressure values.
- the life feature information of the two-dimensional section can be obtained in various ways.
- the following steps may be adopted: firstly obtain a coronary angiography image or tomographic image of the blood vessel, and then perform a coronary Arterial angiography image or tomography for image processing, the image processing process specifically includes at least image segmentation and reconstruction of vascular lumen morphology, and then calculates the vascular lumen morphology after segmentation and reconstruction to obtain the tube at each position of the reconstructed blood vessel Vessel geometry information of the lumen, and the vascular pressure difference or FFR calculation algorithm is used to obtain the corresponding vital feature information at each two-dimensional section.
- the above-mentioned FFR calculation algorithm may be an algorithm conventionally obtained by those skilled in the art, and details are not described herein again.
- there can be multiple principles for obtaining specific imaging methods such as the principle of X-ray imaging, the principle of CT imaging, the imaging of intravascular ultrasound, or the principle of optical coherence tomography.
- a positioning member may be provided on a guide wire or a catheter carrying a pressure sensor, and the guide wire or a catheter and a positioning member carrying a pressure sensor may be used to obtain the interest.
- the vital feature information of the points on the blood vessel segment, and then the vital feature information of each position point corresponds to the two-dimensional section of the blood vessel of interest.
- a position sensor may be provided on a guide wire or a catheter carrying a pressure sensor, and when a guide wire or a catheter carrying a pressure sensor detects vital feature information of a point on a blood vessel segment, the position sensor positions a certain point on the blood vessel segment accordingly.
- the vital feature information of each location point may be corresponding to a two-dimensional section of the blood vessel of interest.
- steps S11 and S12 are not limited in the embodiment of the present invention, and step S12 may be performed first, and then step S11 may be performed.
- Step S13 Establish an association relationship between the blood vessel geometric structure information and the vital feature information.
- a reference position may be set first, and then the vital feature information in the blood vessel segment and the vessel geometry are associated according to the reference position.
- the reference position may include multiple forms, for example, the reference position may be a reference point, may be a reference slice, or may be a reference line.
- a reference point may be selected as a reference position, and for convenience of description, the distance from a point on the blood vessel segment to a preset reference point on the blood vessel segment is referred to as x, n ⁇ 1 , Y ⁇ x ⁇ 0, y represents the length of the vessel of interest.
- the preset reference point on the blood vessel segment may be the proximal end of the blood vessel, the distal end of the blood vessel, or other endpoints selected by those skilled in the art according to actual needs.
- the vascular geometric structure information of the vascular segment of interest may be obtained first, and then the reference position is divided, and then the vital feature information in the vascular segment associated with any position on the vascular segment is obtained according to the reference position.
- the vital feature information of the vessel segment of interest may be obtained first, and then the reference position is divided, and then the geometric structure information of the vessel in the vessel segment associated with any position on the vessel segment is obtained according to the reference position.
- the vascular geometrical structure information and vitality information of a vascular segment can be obtained separately regardless of sequence, and then the vascular geometrical structure information and vitality information are correspondingly associated according to the reference position.
- Step S14 Display the blood vessel geometric structure information and the vital feature information in the same image in a fused manner based on the association relationship.
- vital feature information of n two-dimensional slices of the blood vessel when a reference point is used, vital feature information of n two-dimensional slices of the blood vessel, vascular geometrical structure information of n two-dimensional slices of the blood vessel, and each of the two-dimensional slices The distance x from the point to the preset reference point on the blood vessel segment is displayed in the same image in a fused manner.
- a coordinate system in order to display the vascular geometric structure information and the vital feature information in the same image in a fused manner based on the association relationship, a coordinate system may be established first.
- the established coordinate system is referred to as a first coordinate system, and the abscissa of the first coordinate system can represent a distance x from a point on the blood vessel segment to a preset reference point on the blood vessel segment.
- the first ordinate of the coordinate system can characterize the vascular geometry information of each two-dimensional slice.
- the origin of the first ordinate can be the intersection of the abscissa and the first ordinate.
- the preset number of two-dimensional slices that is, a certain number of sampling points on a blood vessel segment, can be determined according to the abscissa and the first ordinate of the first coordinate system, and the corresponding points are connected to draw A first curve is obtained, and then the vital feature information of n two-dimensional slices of the blood vessel and the first curve are displayed in a same manner in a fused manner. It should be noted that those skilled in the art can set the specific size of the preset number according to actual needs, as long as the first curve can be drawn according to corresponding points.
- the first curve obtained by the above drawing may specifically include two curves.
- the first sub-curve may be a curve characterizing a long-axis change of a two-dimensional section of a blood vessel
- the second sub-curve may be a curve characterizing a short-axis change of a two-dimensional section of a blood vessel
- the association relationship is used as a reference, and the vascular geometric structure information and the vital feature information are displayed in the same image in a mutually fused manner, which may be a two-dimensional cross-section vital feature information and a first sub-curve and a second sub-curve. Blended in one image.
- the vital feature information and the first curve characterizing the blood vessel geometric structure information may be displayed in the same image in multiple ways.
- the first curve, the area between the abscissa and the ordinate of the first coordinate system can be attached to the
- the life feature information of the two-dimensional section has a pseudo color in a mapping relationship, so that the first curve, the area after the pseudo color, and the first coordinate system can be displayed in the same image.
- FIG. 2 illustrates a display manner of a blood vessel image in the embodiment of the present invention.
- the abscissa represents the distance x
- the ordinate represents the diameter
- the life The feature information is FFR information.
- the first curve 21 represents the correspondence between the distance x and the diameter.
- the distance x 8mm
- the diameter of the two-dimensional section of the blood vessel is 2.0mm
- the image that includes the first coordinate system such as Figure 2.
- the diameter of the two-dimensional slice and FFR information can be intuitively seen at the same time, such as the user
- the blood vessel geometric structure information is a long axis and a short axis
- a pseudo color having a mapping relationship with the life feature information of the two-dimensional slice can be attached, and further, the The first sub-curve, the second sub-curve, the pseudo-colored area, and the first coordinate system are displayed in the same image.
- the abscissa represents the distance x
- the ordinate represents the long and short axes
- the vital feature information is FFR information
- the first sub-curve 31 represents the correspondence between the distance x and the long axis.
- Relationship, the second sub-curve 32 represents the corresponding relationship between the distance x and the short axis.
- the long axis, the short axis, and the FFR of the two-dimensional section can be visualized at the same time.
- vascular geometry information of each two-dimensional slice of the blood vessel is a long axis and a short axis
- a region between the long axis and the curve corresponding to the short axis may be filled with a preset color. Therefore, for the user, the difference between the long and short axes of the two-dimensional section of the blood vessel can be seen more intuitively, so the degree of deformity or eccentricity of the blood vessel can be determined more quickly, so the information and information of the blood vessel can be displayed more intuitively. Improve user productivity.
- the abscissa represents the distance x
- the ordinate represents the long and short axes
- the vital feature information is FFR information
- the first sub-curve 41 represents the correspondence between the distance x and the long axis
- the two sub-curves 42 represent the correspondence between the distance x and the short axis
- the area 40 between the first sub-curve 41 and the second sub-curve 42 is filled with gray.
- the long axis, short axis, and FFR of the two-dimensional section can be visualized at the same time.
- mapping relationship between the life feature information and the pseudo color can be shown in Table 1 below.
- Table 1 When FFR ⁇ 0.8, the false color can change from orange to red, warning that a stent needs to be placed at the blood vessel .
- FFR> 0.8 the false color is blue, suggesting that there is no significant myocardial ischemia.
- the present invention does not limit the specific mapping relationship, in other words, the specific mapping relationship does not constitute any limitation on the protection scope of the present invention.
- the first coordinate system may further include: a second ordinate, where the second ordinate represents vital information of each two-dimensional slice, and an origin of the second ordinate is the The intersection point between the abscissa and the second ordinate, so the two ordinates share the same abscissa to display the first curve and life feature information in a fused manner.
- a preset number of two-dimensional slices of the blood vessel segment that is, a preset number of sampling points on the blood vessel, can be determined according to the abscissa of the first coordinate system and the second ordinate. And draw a second curve according to the determined points, and then display the first curve, the second curve, and the first coordinate system in the same image.
- the abscissa represents the distance x
- the first ordinate represents the cross-sectional area
- the second ordinate represents the right.
- the coordinates represent FFR information.
- the first curve 51 represents the correspondence between the distance x and the cross-sectional area.
- the distance x 8mm
- the cross-sectional area of the two-dimensional section of the blood vessel is 4.0
- the second curve 52 represents the correspondence between the distance x and the FFR.
- the distance x 8mm
- the FFR of the two-dimensional section of the blood vessel is 0.92.
- both the cross-sectional area of the two-dimensional slice plane and the FFR information can be visualized at the same time.
- the cross-sectional area of the two-dimensional section of the blood vessel is 4.0 through the first curve 51, and the FFR of the blood vessel is 0.92 through the second curve 52, and
- the above information is information that doctors are more concerned about in the clinic. Therefore, the method for processing a blood vessel image in the embodiment of the present invention can be convenient for a doctor user to diagnose a disease and determine a treatment plan.
- the vital feature information on n two-dimensional slices of the blood vessel and the curve determined by the abscissa may be attached. False color, and there is a mapping relationship between the false color and the life feature information of the two-dimensional cut plane, and then the first curve, the life feature information of the n two-dimensional cut planes of the blood vessel after the false color, and the abscissa are determined.
- the curve and the first coordinate system are in the same image.
- the abscissa represents the distance x
- the ordinate represents the diameter
- the diameter of the cut plane is 4.0.
- the first axis may be drawn through the origin of the first ordinate and parallel to the abscissa as the central axis to obtain the first
- the mirror-symmetrical curve of the curve is used as the third curve, and the longitudinal distance between the abscissa and the third curve is not less than zero, that is, the abscissa is lower than the third curve, and then the n two-dimensional sections of the blood vessel are cut.
- the vital characteristics information of the first curve and the third curve are displayed in the same image in a fused manner, so the entirety of the first curve, the third curve, and the area formed between them can form a two-dimensional section of the blood vessel.
- the simulation of the shape can be closer to the shape of the cross section of the blood vessel, so that the specifications of the blood vessel can be displayed more intuitively.
- the vital feature information of the n two-dimensional sections of the blood vessel and the first curve and the third curve are displayed in a same image in a fused manner.
- the A predetermined number of points on a blood vessel segment, a false color is attached in a region between the first curve, the third curve, and the first ordinate, and the false color and the life feature of the two-dimensional section
- the first curve, the third curve, the pseudo-colored area, and the first coordinate system are displayed in the same image.
- FIG. 7 illustrates a blood vessel image display method according to an embodiment of the present invention.
- the abscissa represents the distance x
- the ordinate represents the radius
- the vital feature information is FFR.
- both the first curve 71 and the third curve 72 can represent the correspondence between the distance x and the diameter.
- the first curve 71 and the third curve 72 are mirror-symmetrical curves relative to the central axis 70, and the central axis 70 is parallel to the abscissa.
- the distance x 8mm
- the diameter of the two-dimensional section of the blood vessel is 2.0mm
- the area c formed by the first curve 71, the ordinate, and the third curve 72 is attached to the area c11 of the segment x ⁇ (0,8).
- there may be a color transition at the boundary between the two colors which is not shown in Figure 7 here.
- the thickness of the entire blood vessel can be intuitively imaged, and then any point on the blood vessel segment can be intuitively visualized at the same time.
- FIG. 8 illustrates another display manner of a blood vessel image in the embodiment of the present invention.
- the abscissa represents the distance x
- the ordinate represents The long axis and the short axis
- the life feature information is FFR information.
- the first sub-curve 81 or the third sub-curve 83 can represent the correspondence between the distance x and the long axis
- the second sub-curve 82 or the fourth sub-curve 84 can be characterized.
- the correspondence between the distance x and the short axis, the first sub-curve 81 and the third sub-curve 83 are symmetrical with respect to the axis 80 parallel to the abscissa, and the second sub-curve 82 and the fourth sub-curve 84 are relative to the axis parallel to the abscissa 80 symmetry.
- a region 801 between the first sub-curve 81 and the second sub-curve 82 and a region 802 between the third sub-curve 83 and the fourth sub-curve 84 are filled with gray.
- the transition between the two colors is not shown too much in FIG. 8. Therefore, for the user, as long as the image including the first coordinate system is viewed, for example, FIG. 8, the doctor can relatively quickly diagnose the disease and determine the treatment plan.
- the first coordinate system may further include a third ordinate, where the third ordinate represents vital information of each two-dimensional slice, and an origin of the third ordinate is the horizontal axis. An intersection of the coordinates and the third ordinate.
- the above-mentioned vital feature information of the n two-dimensional slices of the blood vessel and the first curve and the third curve are displayed in the same image in a fused manner, specifically, .
- a fourth curve can be drawn according to the abscissa of the first coordinate system and the third ordinate, and then the origin of the third ordinate can be passed , And a straight line parallel to the abscissa as the central axis, draw a mirror-symmetrical curve of the fourth curve as the fifth curve, and then display the first curve, the third curve, the fourth curve, and the first curve in the same image.
- the third ordinate in this embodiment is not an additional ordinate that is different from the second ordinate, but only a different name given to distinguish between two different embodiments. Those skilled in the art may refer to the description of the embodiment shown in FIG. 5 to implement this embodiment, and details are not described herein again.
- the A predetermined number of points on the blood vessel segment a false color is attached between the vital feature information of the n two-dimensional cut planes of the blood vessel and two curves determined by the abscissa, and the false color and the two-dimensional cut plane
- the vital feature information of the two is mirror-symmetrical along the central axis.
- the narrowest point on the blood vessel segment may also be displayed in the same image.
- the far-end point and the near-end point of the vital feature information within the preset threshold range on the blood vessel segment may also be displayed, thereby further facilitating the work of the doctor.
- the same image may be a three-dimensional image.
- a false color may be attached to the wall of the blood vessel, and the false color and the second color
- There is a mapping relationship between the life feature information of the dimensional cut plane, that is, the vascular geometric structure information and the life feature information of the blood vessel are displayed in the form of a three-dimensional stereo image.
- the image processing device may also preset a frequency, such as checking every 10s to see if a user ’s viewing instruction is received, and when the user ’s viewing instruction is received, displaying the user ’s interest Vessel geometric structure information and vital feature information on the two-dimensional section at the position of the blood vessel.
- a frequency such as checking every 10s to see if a user ’s viewing instruction is received, and when the user ’s viewing instruction is received, displaying the user ’s interest Vessel geometric structure information and vital feature information on the two-dimensional section at the position of the blood vessel.
- a mouse can be used to click on a point on a vessel segment of interest, and it can be seen that the vessel geometric information and vital feature information of the two-dimensional slice corresponding to the point are displayed on the display desktop at the same time.
- the traditional treatment method is mainly based on coronary angiography images to perform percutaneous coronary intervention (PCI) to reconstruct the blood flow in the stenosis to solve the problem of downstream myocardial blood supply.
- PCI percutaneous coronary intervention
- FIGS. 9 and 10 each show a schematic diagram of displaying a blood vessel image by using a blood vessel image processing method in the implementation of the present invention.
- the horizontal axis represents a distance x
- the vertical axis represents a diameter.
- Curves 92, 101, and 102 can be used to represent the change in diameter with distance x.
- Curves 91 and 92 are mirror-symmetrical curves.
- Curves 101 and 102 are mirror-symmetrical curves.
- the right side of the coordinate system shows the pseudo-color and FFR information mapping.
- the identification point 9a is used to display the narrowest point on the blood vessel segment at x ⁇ 19mm; the identification point 9b is used to display the far-end point on the blood vessel segment where the vital feature information is within a preset threshold range It is x ⁇ 35mm, and the identification point 9c shows that the near endpoint of the vital feature information on the blood vessel segment is within a preset threshold range is x ⁇ 4mm.
- the identification point 10a is used to show that the narrowest point on the blood vessel segment is at x ⁇ 17mm; the identification point 10b is used to show that the far-end point on the blood vessel segment where the vital feature information is within a preset threshold range is x ⁇ 38mm, marking point 10c, shows that the near-end point of the vital feature information on the blood vessel segment is within a preset threshold range is x ⁇ 7mm.
- FIG. 9 it can be seen that the degree of stenosis of the blood vessel is high, but the FFR is negative, that is, the FFR information exceeds 0.8, and in the industry, the degree of disease of the blood vessel with FFR information exceeding 0.8 is low, indicating that the myocardium is not ischemic. .
- FIG. 9 it can be seen that the degree of stenosis of the blood vessel is high, but the FFR is negative, that is, the FFR information exceeds 0.8, and in the industry, the degree of disease of the blood vessel with FFR information exceeding 0.8 is low, indicating that the myocardium is not ischemic. .
- the degree of stenosis of the blood vessel is low, but the FFR shows positive, that is, the FFR information is lower than 0.8, which indicates that the myocardium has been ischemic, and subsequent treatments such as stent placement may be required.
- the method for processing a blood vessel image establishes an association relationship between the blood vessel geometric structure information and the vital feature information, and further uses the association relationship as a reference to compare the blood vessel geometric structure information and
- the vital feature information is displayed in the same image in a mutually fused manner.
- users of the blood vessel image processing device especially doctor users, by viewing one image, they can directly see n two at the same time.
- the vital feature information and vascular geometric structure information of any one of the dimensional cut planes do not need a doctor user to check any point on the vascular segment or the vital feature information of the two-dimensional cut plane by comparing the first and second images.
- Vessel geometric structure information can therefore facilitate doctor users to diagnose diseases of patients, and further facilitate doctor users to determine treatment schemes for diseases, thereby improving user work efficiency.
- FIG. 11 illustrates a blood vessel image processing apparatus according to an embodiment of the present invention.
- the blood vessel image processing apparatus may include: a first obtaining unit 11, The second obtaining unit 12, the association unit 13, and the display unit 14, wherein:
- the first obtaining unit 11 may obtain the blood vessel geometric structure information of the blood vessel segment of interest.
- the second obtaining unit 12 may obtain vital feature information of the blood vessel segment.
- the association unit 13 may establish an association relationship between the blood vessel geometric structure information and the vital feature information.
- the display unit 14 may display the geometric structure information of the blood vessel and the vital feature information in the same image in a fused manner based on the association relationship.
- the association unit 13 may set a reference position, and associate the vital feature information and the blood vessel geometry information in the blood vessel segment according to the reference position; wherein the blood vessel includes n two-dimensional slices The n two-dimensional slices correspond to n points on the blood vessel, and the reference position includes one of the following: a reference point, a reference slice, or a reference line.
- the blood vessel may include n two-dimensional cut planes, and the n two two-dimensional cut planes correspond to n points on the blood vessel segment, and the information blood vessel geometric structure information includes at least: Vessel geometry information on the dimensional section.
- Vessel geometry information the distance from a corresponding point on the blood vessel segment to a preset reference point on the blood vessel segment may be referred to as x, n ⁇ 1, y ⁇ x ⁇ 0, and y represents the blood vessel of interest. length.
- the display unit 14 may include vital feature information of n two-dimensional slices of the blood vessel, blood vessel geometric structure information of the n two-dimensional slices of the blood vessel, and information corresponding to each of the two-dimensional slices.
- the distance x from a point to a preset reference point on the blood vessel segment is displayed in the same image in a fused manner.
- the display unit 14 may include: a coordinate system establishing subunit 141, which may establish a first coordinate system, wherein an abscissa of the first coordinate system characterizes a point on the blood vessel segment to the The distance x of the preset reference point on the blood vessel segment, the first vertical coordinate of the first coordinate system represents the geometric structure information of the blood vessel of each two-dimensional slice, and the origin of the first vertical coordinate is the abscissa and the The intersection point of the first ordinate is described.
- the curve drawing subunit 142 may determine a corresponding number of two-dimensional slices of the blood vessel segment, that is, a predetermined number of sampling points on the blood vessel, according to the horizontal coordinate of the first coordinate system and the first vertical coordinate. Point, draw a first curve according to the determined point.
- the display subunit 143 may display the vital feature information of the n two-dimensional slices of the blood vessel and the first curve in a fused manner in the same image.
- the display subunit 143 may falsely color the first curve, the abscissa of the first coordinate system, and the first ordinate for a preset number of points on the blood vessel segment. Within the region between them, and there is a mapping relationship between the pseudo-color and the vital feature information of the two-dimensional cut plane; the first curve, the region after the pseudo-color, and the first coordinate system are displayed in the same image.
- the first coordinate system further includes: a second ordinate, where the second ordinate represents vital information of each two-dimensional slice, and an origin of the second ordinate is the abscissa and the Intersection point of the second ordinate.
- the display subunit 143 may perform a preset number of two-dimensional slices of the blood vessel segment, that is, a preset number of sampling points on the blood vessel, according to the horizontal coordinate of the first coordinate system and the second vertical coordinate. The corresponding points are determined, and a second curve is drawn according to the determined points; the first curve, the second curve, and the first coordinate system are displayed in the same image.
- the display subunit 143 may be pseudo-colored on a curve determined by the life feature information and abscissa of n two-dimensional slices of the blood vessel, and the pseudo-color and the There is a mapping relationship between the vital feature information; the vital feature information showing the first curve, n two-dimensional slices of the blood vessel after false color, and the curve determined by the abscissa and the first coordinate system are in the same image.
- the display sub-unit 143 may further draw a mirror-symmetrical curve of the first curve by using a straight line passing through the origin of the first ordinate and parallel to the abscissa as a central axis, As the third curve; wherein: the longitudinal distance from the abscissa to the third curve is not less than zero.
- the display subunit 143 may further display the vital feature information of the n two-dimensional slices of the blood vessel and the first curve and the third curve in a same image in a fused manner.
- the display subunit 143 may falsely color a region between the first curve, the third curve, and the first ordinate for a preset number of points on the blood vessel segment. And there is a mapping relationship between the pseudo-color and the life feature information of the two-dimensional slice; the first curve, the third curve, the area after the pseudo-color, and the first coordinate system are displayed in the same image.
- the first coordinate system further includes a third ordinate, where the third ordinate represents the vital feature information of each two-dimensional slice, and the origin of the third ordinate is the abscissa and the Intersection point of the third ordinate.
- the curve drawing subunit 142 may further draw a fourth curve for a preset number of points on the blood vessel segment according to the abscissa of the first coordinate system and the third ordinate; and pass An origin of the third ordinate, and a straight line parallel to the abscissa as a central axis, and a mirror-symmetrical curve of the fourth curve is drawn as a fifth curve; the display subunit 143 may display a The curve, the third curve, the fourth curve, and the fifth curve are in the same image.
- the display sub-unit 143 may, for a preset number of points on the blood vessel segment, highlight two vital feature information and n-coordinates determined on the n two-dimensional slices of the blood vessel.
- a curve, and the pseudo color and the vital feature information of the two-dimensional cut plane have a mapping relationship, and the two curves are mirror-symmetrical along the central axis.
- the vascular geometry information of each two-dimensional section of the blood vessel includes at least one of the following: diameter, radius, cross-sectional area, or major and minor axes; and / or, two-dimensional of the vessel
- the cut plane is a tangent plane of a blood vessel; and / or, the vital feature information of each two-dimensional cut plane of the blood vessel includes at least one of the following: FFR information, a ratio of a distal pressure to a proximal pressure of the blood vessel, or a pressure value; and /
- the blood vessel is a cardiac blood vessel or a peripheral blood vessel or a cerebral blood vessel.
- the display subunit 143 may also be between the long axis and the short axis corresponding curve when the vascular geometry information of each two-dimensional slice of the blood vessel is a long axis and a short axis. And / or, the display subunit 143 may further: display the narrowest point on the blood vessel segment in the same image; and / or, in the same image Displaying the far-end point and the near-end point of the vital feature information on the blood vessel segment within a preset threshold range.
- the same image is a three-dimensional image
- the 14 display unit 14 may impose a pseudo color on the wall of the blood vessel for any two-dimensional slice on the blood vessel segment, and the pseudo color and There is a mapping relationship between the life feature information of the two-dimensional section.
- the image processing apparatus may further include: a viewing unit (not shown), which may check whether a viewing instruction of the user is received.
- the 14 display unit 14 may further display, when the viewing unit receives a user's viewing instruction, the geometrical structure information and vital feature information of the blood vessel in a two-dimensional slice at the position of the blood vessel that the user is interested in.
- the second acquisition unit 12 may acquire a coronary angiography image or tomography of the blood vessel; perform image processing on the coronary angiography image or tomography of the blood vessel, and the image processing process includes at least Image segmentation and vascular lumen morphological reconstruction; Calculate the vascular lumen morphology after segmentation and reconstruction to obtain the vascular geometry information of the lumen at each position of the reconstructed blood vessel, and use the vascular pressure difference or FFR calculation algorithm to obtain Life feature information corresponding to two two-dimensional sections.
- there can be multiple principles for obtaining specific imaging methods such as the principle of X-ray imaging, the principle of CT imaging, the imaging of intravascular ultrasound, or the principle of optical coherence tomography.
- the second obtaining unit 12 may: obtain a vital feature information of a point on the vascular segment of interest by using a guide wire or a catheter and a positioning component carrying a pressure sensor; The information corresponds to a two-dimensional section to the vessel of interest.
- An embodiment of the present invention provides a computer storage medium on which a computer program that can be run on a processor is stored, and when the computer program is executed by the processor, processing of a blood vessel image according to any one of the foregoing can be implemented. method.
- An embodiment of the present invention further provides an imaging apparatus, and the imaging apparatus may include a blood vessel image processing apparatus according to any one of the foregoing.
- the imaging device may further include other components for implementing imaging processing.
- the above-mentioned imaging device may include multiple types of devices.
- the imaging device may be a contrast machine, an intravascular ultrasound imaging device, or may be an optical coherence tomography device, or may be an X-ray tomography camera (Computed Tomography, CT).
- the storage medium may include a computer-readable recording / storage medium such as a random access memory (RAM), a read-only memory (ROM), a flash memory, an optical disk, a magnetic disk, a solid state disk, and the like .
- the controller is executed by a microprocessor programmed to perform one or more operations and / or functions described herein.
- the controller is executed in whole or in part by specially configured hardware, for example, by one or more dedicated integrations or ASIC (s).
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Abstract
Description
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Claims (35)
- 一种血管图像的处理方法,其特征在于,包括:获取感兴趣的血管段的血管几何结构信息;获取所述血管段的生命特征信息;将所述血管几何结构信息和所述生命特征信息建立关联关系;以所述关联关系为基准,将所述血管几何结构信息和所述生命特征信息以相互融合的方式显示于同一图像中。
- 如权利要求1所述的血管图像的处理方法,其特征在于,所述将所述血管几何结构信息和所述生命特征信息建立关联关系,包括:设置参考位置,根据所述参考位置关联所述血管段内的生命特征信息及所述血管几何结构信息;其中:所述血管包括n个二维切面,n个二维切面对应n个在所述血管段上的点,所述参考位置包括以下其中一个:参考点、参考切面或参考线,n≥1,n为正整数。
- 如权利要求2所述的血管图像的处理方法,其特征在于,所述以所述关联关系为基准,将所述血管几何结构信息和所述生命特征信息以相互融合的方式显示于同一图像中,包括:建立第一坐标系,其中:所述第一坐标系的横坐标表征所述血管段上的点至所述血管段上预设的参考位置的距离,所述第一坐标系的第一纵坐标表征与所述血管段上的点对应的血管二维切面的血管几何结构信息,所述第一纵坐标的原点为所述横坐标与所述第一纵坐标的交点;对于所述血管段的预设数目的二维切面,按照所述第一坐标系的横坐标与第一纵坐标确定对应的点,根据确定得到的点绘制得到第一曲线;将所述血管段内的生命特征信息与所述第一曲线,采用相融合的方式显示于同一图像中。
- 如权利要求3所述的血管图像的处理方法,其特征在于,所述将所述血管段内的生命特征信息与所述第一曲线,采用相融合的方式显示于同一图像中生命特征信息,包括:对于所述血管段上的预设数目的位置,着伪彩于所述第一曲线、所述第一坐标系的横坐标及所述第一纵坐标之间的区域内,且所述伪彩与所述二维切面的生命特征信息存在映射关系;显示所述第一曲线、着伪彩后的区域及第一坐标系于同一图像中。
- 如权利要求3所述的血管图像的处理方法,其特征在于,所述第一坐标系还包括:第二纵坐标,第二纵坐标表征每个二维切面的生命特征信息,所述第二纵坐标的原点为所述横坐标与所述第二纵坐标的交点;所述将所述血管段内的生命特征信息与所述第一曲线,采用相融合的方式显示于同一图像中,包括:对于所述血管段的预设数目的二维切面,根据所述第一坐标系的横坐标及所述第二纵坐标确定对应的点,根据确定得到的点绘制得到第二曲线;显示所述第一曲线、第二曲线及第一坐标系于同一图像中。
- 如权利要求3所述的血管图像的处理方法,其特征在于,所述将所述血管段内的生命特征信息与所述第一曲线,采用相融合的方式显示于同一图像中,包括:着伪彩于所述血管的n个二维切面的生命特征信息与横坐标确定的曲线上,且所述伪彩与所述二维切面的生命特征信息存在映射关系;显示所述第一曲线、着伪彩后的血管的n个二维切面的生命特征信息与横坐标确定的曲线及第一坐标系于同一图像中。
- 如权利要求3所述的血管图像的处理方法,其特征在于,还包括:以通过所述第一纵坐标的原点,且平行于所述横坐标的直线作为中心轴线,绘制得到所述第一曲线的镜像对称曲线,作为第三曲线;其中:所述横坐标距离所述第三曲线的纵向距离不小于零;将所述血管段内的生命特征信息与所述第一曲线及第三曲线,采用相融合的方式显示于同一图像中。
- 如权利要求7所述的血管图像的处理方法,其特征在于,所述将所述血管段内的生命特征信息与所述第一曲线及第三曲线,采用相融合的方式显示于同一图像中,包括:对于所述血管段上的预设数目的点,着伪彩于所述第一曲线、所述第三曲线及所述第一纵坐标之间的区域内,且所述伪彩与所述二维切面的生命特征信息存在映射关系;显示所述第一曲线、第三曲线、着伪彩后的区域及第一坐标系于同一图像中。
- 如权利要求7所述的血管图像的处理方法,其特征在于,所述第一坐标系还包括:第三纵坐标,第三纵坐标表征每个二维切面的生命特征信息,所述第三纵坐标的原点为所述横坐标与所述第三纵坐标的交点;所述将所述血管段内的生命特征信息与所述第一曲线及第三曲线,采用相融合的方式显示于同一图像中,包括:对于所述血管段上的预设数目的点,根据所述第一坐标系的横坐标及所述第三纵坐标,绘制得到第四曲线;以通过所述第三纵坐标的原点,且平行于所述横坐标的直线作为中心轴线,绘制得到所述第四曲线的镜像对称曲线,作为第五曲线;显示第一曲线、第三曲线、第四曲线及第五曲线于同一图像中。
- 如权利要求7所述的血管图像的处理方法,其特征在于,所述将所述血管段内的生命特征信息与所述第一曲线及所述第三曲线,采用相融合的方式显示于同一图像中,包括:对于所述血管段上的预设数目的点,着伪彩于所述血管的n个二维切面的生命特征信息与横坐标确定的两条曲线,且所述伪彩与所述二维切面的生命特征信息存在映射关系,所述两条曲线沿所述中心轴线镜像对称。
- 如权利要求1~10任一项所述的血管图像的处理方法,其特征在于,所述血管段的血管几何结构信息,包括以下至少一种:直径、半径、横截面积或者长轴及短轴;和/或,所述血管的二维切面为血管的正切面;和/或,所述血管的每个二维切面的生命特征信息,包括以下至少一种:FFR信息、血管的远端压力与近端压力的比值或者压力数值;和/或,所述血管为心脏血管或外周血管或脑血管。
- 如权利要求11所述的血管图像的处理方法,其特征在于,还包括:当血管段的血管几何结构信息为长轴及短轴时,在所述长轴和短轴对应的曲线之间的区域填充预设的色彩;和/或,在所述同一图像中,显示所述血管段上最狭窄的点;和/或,在所述同一图像中,显示所述血管段上所述生命特征信息处于预设的阈值范围内的远端点及近端点。
- 如权利要求2所述的血管图像的处理方法,其特征在于,所述同一图像为三维图像,所述以所述关联关系为基准,将所述血管几何结构信息和所述生命特征信息以相互融合的方式显示于同一图像中血管几何结构信息,包括:对于所述血管段上的任意二维切面,着伪彩于所述血管的管壁,且所述伪彩与所述血管段内的二维切面的生命特征信息存在映射关系。
- 如权利要求1所述的血管图像的处理方法,其特征在于,还包括:查看是否接收到用户的查看指令;当接收到用户的查看指令时,显示所述用户所感兴趣的血管位置处的二维切面的血管几何结构信息及生命特征信息。
- 如权利要求1所述的血管图像的处理方法,其特征在于,所述获取感兴趣的血管段的生命特征信息,包括:获取所述血管段的冠状动脉造影图像或者断层成像;对所述血管段的冠状动脉造影图像或者断层成像进行图像处理,所述图像处理过程至少包括图像分割和血管管腔形态重建;对分割重建后的血管管腔形态进行计算,得到重建后的血管段上每个位置处管腔的血管几何结构信息,并利用血管压力差或者FFR计算算法,得到每个二维切面处对应的生命特征信息。
- 如权利要求1所述的血管图像的处理方法,其特征在于,所述获取所述血管的n个二维切面的生命特征信息,包括:利用携带压力传感器的导丝或者导管获取所述感兴趣的血管段上的点的生命特征信息;根据定位部件,将各个位置点的生命特征信息与到所述感兴趣的血管段上的位置对应。
- 一种血管图像的处理装置,其特征在于,包括:第一获取单元,适于获取感兴趣的血管段的血管几何结构信息;第二获取单元,适于获取所述血管段的生命特征信息;关联单元,适于将所述血管几何结构信息和所述生命特征信息建立关联关系;显示单元,适于以所述关联关系为基准,将所述血管几何结构信息和所述生命特征信息以相互融合的方式显示于同一图像中。
- 如权利要求17所述的血管图像的处理装置,其特征在于,所述关联单元,适于设置参考位置,根据所述参考位置关联所述血管段内的生命特征信息及所述血管几何结构信息;其中:所述血管包括n个二维切面,n个二维切面对应n个在所述血管上的点,所述参考位置包括以下其中一个:参考点、参考切面或参考线,n≥1,n为正整数。
- 如权利要求18所述的血管图像的处理装置,其特征在于,所述显示单元,包括:坐标系建立子单元,适于建立第一坐标系,其中:所述第一坐标系的横坐标表征所述血管段上的点至所述血管段上预设的参考位置的距离,所述第一坐标系的第一纵坐标表征与所述血管段上的点对应的血管二维切面的血管几何结构信息,所述第一纵坐标的原点为所述横坐标与所述第一纵坐标的交点;曲线绘制子单元,适于对于所述血管段的预设数目的二维切面,按照所述第一坐标系 的横坐标与第一纵坐标确定对应的点,根据确定得到的点绘制得到第一曲线;显示子单元,适于将所述血管段内的生命特征信息与所述第一曲线,采用相融合的方式显示于同一图像中。
- 如权利要求19所述的血管图像的处理装置,其特征在于,所述显示子单元,适于对于所述血管段上的预设数目的位置,着伪彩于所述第一曲线、所述第一坐标系的横坐标及所述第一纵坐标之间的区域内,且所述伪彩与所述二维切面的生命特征信息存在映射关系;显示所述第一曲线、着伪彩后的区域及第一坐标系于同一图像中。
- 如权利要求19所述的血管图像的处理装置,其特征在于,所述第一坐标系还包括:第二纵坐标,第二纵坐标表征每个二维切面的生命特征信息,所述第二纵坐标的原点为所述横坐标与所述第二纵坐标的交点;所述显示子单元,适于对于所述血管段的预设数目的二维切面,根据所述第一坐标系的横坐标及所述第二纵坐标确定对应的点,根据确定得到的点绘制得到第二曲线;显示所述第一曲线、第二曲线及第一坐标系于同一图像中。
- 如权利要求19所述的血管图像的处理装置,其特征在于,所述显示子单元,适于着伪彩于所述血管的n个二维切面的生命特征信息与横坐标确定的曲线上,且所述伪彩与所述二维切面的生命特征信息存在映射关系;显示所述第一曲线、着伪彩后的血管的n个二维切面的生命特征信息与横坐标确定的曲线及第一坐标系于同一图像中。
- 如权利要求19所述的血管图像的处理装置,其特征在于,所述显示子单元,还适于以通过所述第一纵坐标的原点,且平行于所述横坐标的直线作为中心轴线,绘制得到所述第一曲线的镜像对称曲线,作为第三曲线;其中:所述横坐标距离所述第三曲线的纵向距离不小于零;所述显示子单元,还适于将所述血管的n个二维切面的生命特征信息与所述第一曲线及第三曲线,采用相融合的方式显示于同一图像中。
- 如权利要求23所述的血管图像的处理装置,其特征在于,所述显示子单元,适于对于所述血管段上的预设数目的点,着伪彩于所述第一曲线、所述第三曲线及第一纵坐标之间的区域内,且所述伪彩与所述二维切面的生命特征信息存在映射关系;显示所述第一曲线、第三曲线、着伪彩后的区域及第一坐标系于同一图像中。
- 如权利要求23所述的血管图像的处理装置,其特征在于,所述第一坐标系还包括:第三纵坐标,第三纵坐标表征每个二维切面的生命特征信息,所述第三纵坐标的原点为所述横坐标与所述第三纵坐标的交点;所述曲线绘制子单元,还适于对于所述血管段上的预设数目的点,根据所述第一坐标系的横坐标及所述第三纵坐标,绘制得到第四曲线;且以通过所述第三纵坐标的原点,且平行于所述横坐标的直线作为中心轴线,绘制得到所述第四曲线的镜像对称曲线,作为第五曲线;所述显示子单元,适于显示第一曲线、第三曲线、第四曲线及第五曲线于同一图像中。
- 如权利要求23所述的血管图像的处理装置,其特征在于,所述显示子单元,适于对于所述血管段上的预设数目的点,着伪彩于所述血管的n个二维切面的生命特征信息与横坐标确定的两条曲线,且所述伪彩与所述二维切面的生命特征信息存在映射关系,所述两条曲线沿所述中心轴线镜像对称。
- 如权利要求17~26任一项所述的血管图像的处理装置,其特征在于,所述血管段的血管几何结构信息,包括以下至少一种:直径、半径、横截面积或者长轴及短轴;和/或,所述血管的二维切面为血管的正切面;和/或,所述血管的每个二维切面的生命特征信息,包括以下至少一种:FFR信息、血管的远端压力与近端压力的比值或者压力数值;和/或,所述血管为心脏血管或外周血管或脑血管。
- 如权利要求27所述的血管图像的处理装置,其特征在于,所述显示子单元,还适于当所述血管的每个二维切面的血管几何结构信息为长轴及短轴时,在所述长轴和短轴对应的曲线之间的区域填充预设的色彩;和/或,所述显示子单元,还适于:在所述同一图像中,显示所述血管段上最狭窄的点;和/或,在所述同一图像中,显示所述血管段上所述生命特征信息处于预设的阈值范围内的远端点及近端点。
- 如权利要求18所述的血管图像的处理装置,其特征在于,所述同一图像为三维图像,所述显示单元,适于对于所述血管段上的任意二维切面,着伪彩于所述血管的管壁,且所述伪彩与所述二维切面的生命特征信息存在映射关系。
- 如权利要求17所述的血管图像的处理装置,其特征在于,还包括:查看单元,适于查看是否接收到用户的查看指令;所述显示单元,还适于当所述查看单元接收到用户的查看指令时,显示所述用户所感兴趣的血管位置处的二维切面的血管几何结构信息及生命特征信息。
- 如权利要求17所述的血管图像的处理装置,其特征在于,所述第二获取单元,适于:获取所述血管的冠状动脉造影图像或者断层成像;对所述血管的冠状动脉造影图像或者断层成像进行图像处理,所述图像处理过程至少包括图像分割和血管管腔形态重建;对分割重建后的血管管腔形态进行计算,得到重建后的血管每个位置处管腔的血管几 何结构信息,并利用血管压力差或者FFR计算算法,得到每个二维切面处对应的生命特征信息。
- 如权利要求17所述的血管图像的处理装置,其特征在于,所述第二获取单元,适于:利用携带压力传感器的导丝或者导管获取所述感兴趣的血管段上的点的生命特征信息;根据定位部件,将各个位置点的生命特征信息与到所述感兴趣的血管段上的位置对应。
- 一种计算机存储介质,其上存储有可在处理器上运行的计算机程序,其特征在于,所述计算机程序被所述处理器执行时实现权利要求1~17任一项所述的血管图像的处理方法。
- 一种成像设备,其特征在于,包括权利要求18~32任一项所述的血管图像的处理装置。
- 如权利要求34所述的成像设备,其特征在于,包括以下任意一种:造影机、X线断层摄影机、血管内超声成像设备及光学相干断层成像设备。
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WO2018133098A1 (zh) * | 2017-01-23 | 2018-07-26 | 上海联影医疗科技有限公司 | 血管壁应力应变状态获取方法及系统 |
EP3948886A4 (en) | 2019-04-01 | 2022-12-21 | CathWorks Ltd. | METHOD AND DEVICE FOR SELECTING ANGIOGRAPHIC IMAGES |
CN110547775B (zh) * | 2019-08-19 | 2022-11-18 | 贵州中医药大学 | 一种寸口脉脉象检测装置 |
WO2021059165A1 (en) | 2019-09-23 | 2021-04-01 | Cathworks Ltd. | Methods, apparatus, and system for synchronization between a three-dimensional vascular model and an imaging device |
CN110742582A (zh) * | 2019-10-09 | 2020-02-04 | 南京沃福曼医疗科技有限公司 | 一种导管偏振敏感光学相干层析成像解调用双态图像分割方法 |
JP7568499B2 (ja) | 2019-12-25 | 2024-10-16 | キヤノンメディカルシステムズ株式会社 | 医用画像処理装置、プログラム及びシステム |
WO2021140042A1 (en) * | 2020-01-06 | 2021-07-15 | Koninklijke Philips N.V. | Intraluminal imaging based detection and visualization of intraluminal treatment anomalies |
CN111369519B (zh) * | 2020-03-02 | 2021-09-17 | 博动医学影像科技(上海)有限公司 | 冠状动脉的血流速度的计算方法、装置及电子设备 |
CN111281410B (zh) * | 2020-03-13 | 2021-04-13 | 广东医科大学附属医院 | 一种基于造影技术的脑血管疾病成像方法及应用的造影剂 |
CN111523538B (zh) * | 2020-04-14 | 2021-09-17 | 博动医学影像科技(上海)有限公司 | 一种血管图像的处理方法、系统、计算设备及存储介质 |
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CN113436709A (zh) * | 2021-07-23 | 2021-09-24 | 上海商汤智能科技有限公司 | 图像显示方法以及相关装置、设备 |
WO2023189262A1 (ja) * | 2022-03-31 | 2023-10-05 | テルモ株式会社 | プログラム、情報処理方法および情報処理装置 |
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Citations (3)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN103164859A (zh) * | 2013-04-11 | 2013-06-19 | 上海理工大学 | 一种血管内超声图像分割方法 |
CN104268846A (zh) * | 2014-09-22 | 2015-01-07 | 上海联影医疗科技有限公司 | 图像拼接方法及装置 |
CN105640583A (zh) * | 2016-03-31 | 2016-06-08 | 上海联影医疗科技有限公司 | 血管造影方法 |
Family Cites Families (16)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
JP4421203B2 (ja) * | 2003-03-20 | 2010-02-24 | 株式会社東芝 | 管腔状構造体の解析処理装置 |
US9968256B2 (en) * | 2007-03-08 | 2018-05-15 | Sync-Rx Ltd. | Automatic identification of a tool |
US20090281412A1 (en) * | 2007-12-18 | 2009-11-12 | Searete Llc, A Limited Liability Corporation Of The State Of Delaware | System, devices, and methods for detecting occlusions in a biological subject |
ES2335565B1 (es) * | 2008-09-26 | 2011-04-08 | Hanscan Ip, B.V. | Sistema optico, procedimiento y programa de ordenador para detectar la presencia de un elemento biologico vivo. |
JP2011024826A (ja) | 2009-07-27 | 2011-02-10 | Toshiba Corp | 医用画像処理装置および医用画像処理プログラム |
WO2013171644A1 (en) * | 2012-05-14 | 2013-11-21 | Koninklijke Philips N.V. | Determination of a fractional flow reserve (ffr) value for a stenosis of a vessel |
WO2014084398A1 (ja) * | 2012-11-30 | 2014-06-05 | 株式会社 東芝 | 医用画像診断装置 |
JP6242106B2 (ja) | 2013-07-31 | 2017-12-06 | フクダ電子株式会社 | 生体情報モニタ、及び生体情報モニタにおける表示方法 |
JP6262027B2 (ja) | 2014-03-10 | 2018-01-17 | 東芝メディカルシステムズ株式会社 | 医用画像処理装置 |
US9754082B2 (en) * | 2014-05-30 | 2017-09-05 | Heartflow, Inc. | Systems and methods for reporting blood flow characteristics |
CN105559810B (zh) * | 2015-12-10 | 2017-08-08 | 博动医学影像科技(上海)有限公司 | 血管单位时间血流量与血流速度的计算方法 |
DE102017217589A1 (de) * | 2016-10-04 | 2018-04-05 | Toshiba Medical Systems Corporation | Medizininformationsverarbeitungsvorrichtung und Medizininformationsverarbeitungsverfahren |
CN106650029B (zh) * | 2016-11-28 | 2019-11-22 | 博动医学影像科技(上海)有限公司 | 基于cfd仿真的分叉血管压力差及ffr的快速计算方法及系统 |
CN106682636B (zh) * | 2016-12-31 | 2020-10-16 | 上海联影医疗科技有限公司 | 血管提取方法及其系统 |
CN107115108B (zh) * | 2017-04-27 | 2020-09-15 | 博动医学影像科技(上海)有限公司 | 快速计算血管压力差的方法及系统 |
CN108186038B (zh) * | 2018-02-11 | 2020-11-17 | 杭州脉流科技有限公司 | 基于动脉造影影像计算冠脉血流储备分数的系统 |
-
2018
- 2018-07-24 CN CN202110201052.5A patent/CN113012109B/zh active Active
- 2018-07-24 CN CN202110200626.7A patent/CN113012108B/zh active Active
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Patent Citations (3)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN103164859A (zh) * | 2013-04-11 | 2013-06-19 | 上海理工大学 | 一种血管内超声图像分割方法 |
CN104268846A (zh) * | 2014-09-22 | 2015-01-07 | 上海联影医疗科技有限公司 | 图像拼接方法及装置 |
CN105640583A (zh) * | 2016-03-31 | 2016-06-08 | 上海联影医疗科技有限公司 | 血管造影方法 |
Non-Patent Citations (1)
Title |
---|
See also references of EP3828815A4 * |
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