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 computer-implemented method for determining cardiovascular information of a patient, comprising:
obtaining, via at least one processor, a three-dimensional model of one or more arteries of the patient;
automatically determining, via the at least one processor, a respective value of at least one blood flow ratio for each portion of a plurality of portions of the three-dimensional model;
automatically determining, via the at least one processor, a subset of the plurality of portions for which the respective value of the at least one blood flow ratio meet a predetermined threshold of functional significance; and
generating a functional cardiovascular score for the patient that excludes one or more of the plurality of portions for which the respective value of the at least one blood flow ratio does not meet the predetermined threshold of functional significance, by:
automatically generating, via the at least one processor, a numerical measurement of at least one characteristic of the subset of the plurality of portions; and
automatically generating, via the at least one processor, a cardiovascular score for the patient based on the numerical measurement of the at least one characteristic.
2 . The computer-implemented method of claim 1 , wherein obtaining the three-dimensional model includes:
receiving, via the at least one processor, non-invasively obtained patient-specific image data regarding a geometry of the one or more arteries of the patient; and
generating the three-dimensional model by segmenting the non-invasively obtained patient-specific image data into the plurality of portions.
3 . The computer-implemented method of claim 1 , wherein the at least one characteristic includes one or more of left/right dominance, a total occlusion, a presence of an ostial disease, a tortuosity value, a length of a diseased vessel segment, one or more dimensions of calcified plaque, a thrombus, and a presence of a diffuse disease.
4 . The computer-implemented method of claim 1 , wherein the at least one blood flow ratio property includes at least one fractional flow reserve value.
5 . The computer-implemented method of claim 4 , wherein the predetermined threshold of functional significance is a fractional flow reserve value between 0.7 and 0.9.
6 . The computer-implemented method of claim 1 , wherein determining the respective value of the at least one blood flow ratio property includes automatically evaluating one or more of: image contrast, image contours, image gradients, post-processed images, image intensities, shape, or volumetric mesh of the three-dimensional model.
7 . The computer-implemented method of claim 1 , wherein one or more arteries of the patient are coronary arteries.
8 . A system for determining cardiovascular information of a patient, comprising:
at least one memory comprising instructions; and
at least one processor operatively connected with the at least one memory, and configured to execute the instructions to perform operations, including:
obtaining a three-dimensional model of one or more arteries of the patient;
automatically determining a respective value of at least one blood flow ratio for each portion of a plurality of portions of the three-dimensional model;
automatically determining a subset of the plurality of portions for which the respective value of the at least one blood flow ratio meet a predetermined threshold of functional significance; and
generating a functional cardiovascular score for the patient that excludes one or more of the plurality of portions for which the respective value of the at least one blood flow ratio does not meet the predetermined threshold of functional significance, by:
automatically generating a numerical measurement of at least one characteristic of the subset of the plurality of portions; and
automatically generating a cardiovascular score for the patient based on the numerical measurement of the at least one characteristic.
9 . The system of claim 8 , wherein obtaining the three-dimensional model includes:
receiving non-invasively obtained patient-specific image data regarding a geometry of the one or more arteries of the patient; and
generating the three-dimensional model by segmenting the non-invasively obtained patient-specific image data into the plurality of portions.
10 . The system of claim 8 , wherein the at least one characteristic includes one or more of left/right dominance, a total occlusion, a presence of an ostial disease, a tortuosity value, a length of a diseased vessel segment, one or more dimensions of calcified plaque, a thrombus, and a presence of a diffuse disease.
11 . The system of claim 8 , wherein the at least one blood flow ratio includes at least one fractional flow reserve value.
12 . The system of claim 11 , wherein the predetermined threshold of functional significance is a fractional flow reserve value between 0.7 and 0.9.
13 . The system of claim 8 , wherein determining the respective value of the at least one blood flow ratio includes automatically evaluating one or more of: image contrast, image contours, image gradients, post-processed images, image intensities, shape, or volumetric mesh of the three-dimensional model.
14 . The system of claim 8 , wherein one or more arteries of the patient are coronary arteries.
15 . A non-transitory computer-readable medium comprising instructions for determining cardiovascular information of a patient that are executable by at least one processor to perform operations, including:
obtaining, via the at least one processor, a three-dimensional model of one or more arteries of the patient;
automatically determining, via the at least one processor, a respective value of at least one blood flow ratio for each portion of a plurality of portions of the three-dimensional model;
automatically determining, via the at least one processor, a subset of the plurality of portions for which the respective value of the at least one blood flow ratio meet a predetermined threshold of functional significance; and
generating a functional cardiovascular score for the patient that excludes one or more of the plurality of portions for which the respective value of the at least one blood flow ratio does not meet the predetermined threshold of functional significance, by:
automatically generating, via the at least one processor, a numerical measurement of at least one characteristic of the subset of the plurality of portions; and
automatically generating, via the at least one processor, a cardiovascular score for the patient based on the numerical measurement of the at least one characteristic.
16 . The non-transitory computer-readable medium of claim 15 , wherein obtaining the three-dimensional model includes:
receiving, via the at least one processor, non-invasively obtained patient-specific image data regarding a geometry of the one or more arteries of the patient; and
generating the three-dimensional model by segmenting the non-invasively obtained patient-specific image data into the plurality of portions.
17 . The non-transitory computer-readable medium of claim 15 , wherein the at least one characteristic includes one or more of left/right dominance, a total occlusion, a presence of an ostial disease, a tortuosity value, a length of a diseased vessel segment, one or more dimensions of calcified plaque, a thrombus, and a presence of a diffuse disease.
18 . The non-transitory computer-readable medium of claim 15 , wherein:
the at least one blood flow ratio includes at least one fractional flow reserve value; and
the predetermined threshold of functional significance is a fractional flow reserve value between 0.7 and 0.9.
19 . The non-transitory computer-readable medium of claim 15 , wherein determining the respective value of the at least one blood flow ratio includes automatically evaluating one or more of: image contrast, image contours, image gradients, post-processed images, image intensities, shape, or volumetric mesh of the three-dimensional model.
20 . The non-transitory computer-readable medium of claim 15 , wherein one or more arteries of the patient are coronary arteries.