Systems and methods for numerically evaluating vasculature
Systems and methods are disclosed for providing a cardiovascular score for a patient. A method includes receiving, using at least one computer system, patient-specific data regarding a geometry of multiple coronary arteries of the patient; and creating, using at least one computer system, a three-dimensional model representing at least portions of the multiple coronary arteries based on the patient-specific data. The method also includes evaluating, using at least one computer system, multiple characteristics of at least some of the coronary arteries represented by the model; and generating, using at least one computer system, the cardiovascular score based on the evaluation of the multiple characteristics. Another method includes generating the cardiovascular score based on evaluated multiple characteristics for portions of the coronary arteries having fractional flow reserve values of at least a predetermined threshold value.
1. A method for providing a cardiovascular score for a patient, the method comprising:
receiving, using at least one computer system, patient-specific image data regarding a vascular geometry of a least a portion of a vasculature of the patient;
creating, using the at least one computer system, an anatomical model of the vascular geometry based on the patient-specific image data;
based on the anatomical model, evaluating, using at least one computer system, multiple characteristics of the vascular geometry to obtain a computer evaluation of the multiple characteristics, wherein the computer evaluation includes at least one computer-evaluated value selected from:
presence or absence of total occlusions,
presence or absence of bifurcation,
presence or absence of trifurcation,
presence or absence of ostial disease,
tortuosity,
length of stenosis,
dimensions of calcified plaque,
presence or absence of thrombus, and
presence or absence of diffuse disease; and
automatically generating, using the at least one computer system, the cardiovascular score based on the computer evaluation of the multiple characteristics.
2. The method of claim 1 , wherein
the vasculature of the patient is a coronary vasculature of the patient, and
the multiple characteristics are characteristics of one or more diseased segments of the coronary vasculature.
3. The method of claim 2 , further comprising:
segmenting, using the at least one computer system, the anatomical model into a plurality of anatomical model segments respectively representing a plurality of segments of the coronary vasculature,
wherein the plurality of anatomical model segments includes one or more anatomical model segments respectively representing the one or more diseased segments.
4. The method of claim 3 , wherein the evaluating the multiple characteristics includes analyzing the one or more anatomical model segments to determine the computer evaluation of the multiple characteristics.
5. The method of claim 2 , wherein
each of the one or more diseased segments of the coronary vasculature of the patient has a blood flow property, and
the cardiovascular score is a functional cardiovascular score.
6. The method of claim 5 , further comprising:
determining, using the at least one computer system, a respective fractional flow reserve (FFR) value for each of the one or more diseased segments,
wherein the blood flow property is a fractional flow reserve (FFR) value determined to be below a predetermined threshold value.
7. The method of claim 1 , wherein the multiple characteristics are evaluated based on analysis of one or more of: image contrast, image contours, image gradients, post-processed images, image intensities, shape, and volumetric mesh of the anatomical model.
8. A computer system comprising:
a memory storing instructions; and
one or more processors configured to execute the instructions to perform operations for providing a cardiovascular score for a patient, the operations comprising:
receiving patient-specific image data regarding a vascular geometry of a least a portion of a vasculature of the patient;
creating an anatomical model of the vascular geometry based on the patient-specific image data;
based on the anatomical model and/or patient-specific image data, evaluating multiple characteristics of the vascular geometry to obtain a computer evaluation of the multiple characteristics; and
automatically generating the cardiovascular score based on the computer evaluation of the multiple characteristics.
9. The computer system of claim 8 , wherein
the vasculature of the patient is a coronary vasculature of the patient, and
the multiple characteristics are characteristics of one or more diseased segments of the coronary vasculature.
10. The computer system of claim 9 , wherein the multiple characteristics include at least one selected from:
presence or absence of total occlusions,
presence or absence of bifurcation,
presence or absence of trifurcation,
presence or absence of ostial disease,
tortuosity,
length of stenosis,
dimensions of calcified plaque,
presence or absence of thrombus, and
presence or absence of diffuse disease.
11. The computer system of claim 9 , wherein
the operations further include segmenting the anatomical model into a plurality of anatomical model segments respectively representing a plurality of segments of the coronary vasculature, and
the plurality of anatomical model segments includes one or more anatomical model segments respectively representing the one or more diseased segments.
12. The computer system of claim 11 , wherein the evaluating the multiple characteristics includes analyzing the one or more anatomical model segments to determine the computer evaluation of the multiple characteristics.
13. The computer system of claim 9 , wherein
each of the one or more diseased segments of the coronary vasculature of the patient has a blood flow property, and
the cardiovascular score is a functional cardiovascular score.
14. The computer system of claim 13 , wherein
the operations further include determining a respective fractional flow reserve (FFR) value for each of the one or more diseased segments,
wherein the blood flow property is a fractional flow reserve (FFR) value determined to be below a predetermined threshold value.
15. The computer system of claim 8 , wherein the multiple characteristics are evaluated based on analysis of one or more of: image contrast, image contours, image gradients, post-processed images, image intensities, shape, and volumetric mesh of the anatomical model.
16. A non-transitory computer-readable medium storing instructions that, when executed by one or more processors of a computer system, cause the computer system to perform operations for providing a cardiovascular score for a patient, the operations comprising:
receiving patient-specific image data regarding a vascular geometry of a least a portion of a vasculature of the patient;
creating an anatomical model of the vascular geometry based on the patient-specific image data;
based on the anatomical model and/or patient-specific image data, evaluating multiple characteristics of the vascular geometry to obtain a computer evaluation of the multiple characteristics; and
automatically generating the cardiovascular score based on the computer evaluation of the multiple characteristics.
17. The non-transitory computer-readable medium of claim 16 , wherein
the vasculature of the patient is a coronary vasculature of the patient, and
the multiple characteristics are characteristics of one or more diseased segments of the coronary vasculature.
18. The non-transitory computer-readable medium of claim 17 , wherein the multiple characteristics include at least one selected from:
presence or absence of total occlusions,
presence or absence of bifurcation,
presence or absence of trifurcation,
presence or absence of ostial disease,
tortuosity,
length of stenosis,
dimensions of calcified plaque,
presence or absence of thrombus, and
presence or absence of diffuse disease.
19. The non-transitory computer-readable medium of claim 17 , wherein
the operations further include segmenting the anatomical model into a plurality of anatomical model segments respectively representing a plurality of segments of the coronary vasculature, and
the plurality of anatomical model segments includes one or more anatomical model segments respectively representing the one or more diseased segments.