Method and computer system for generating a combined tissue-vessel representation
An embodiment relates to a computer-implemented method for generating a combined tissue-vessel representation. The method includes receiving imaging data of a tissue; receiving imaging data of a vessel; generating a tissue representation based on the imaging data of the tissue; generating a vessel representation based on the imaging data of the vessel; and generating a combined tissue-vessel representation based on the vessel representation and the tissue representation, the vessel representation being overlaid over the tissue representation.
1. A computer-implemented method performed by a computer system for generating a combined tissue-vessel representation, comprising:
generating a tissue representation based on imaging data of a tissue, the tissue representation including a planar polar plot of the tissue;
generating a vessel representation based on imaging data of a vessel, each of the tissue representation and the vessel representation including color-encoded quantitative information, the color-encoded quantitative information of the tissue representation color-encoding a plurality of values indicating a ventricle wall thickening of the tissue, the plurality of values indicating the ventricle wall thickening corresponding to respective first positions across the tissue, and the color-encoded quantitative information of the vessel representation color-encoding a value indicating a plaque composition of the vessel;
generating a combined tissue-vessel representation in which the vessel representation is overlaid over the tissue representation, the vessel representation including a projection of the vessel onto a reference plane, and the reference plane being in-plane with the planar polar plot of the tissue; and
displaying the combined tissue-vessel representation.
2. The computer-implemented method of claim 1 , wherein the vessel representation includes a centerline of the vessel.
3. The computer-implemented method of claim 1 , wherein the vessel representation includes at least one of an inner wall of the vessel or an outer wall of the vessel.
4. The computer-implemented method of claim 1 , wherein the vessel representation includes the color-encoded quantitative information for each respective second position among a plurality of second positions along the vessel, the color-encoded quantitative information of the vessel representation color-encoding the value indicating the plaque composition of the vessel at the respective second position.
5. The computer-implemented method of claim 4 , wherein the plaque composition is a proportion of one or more plaque components in a total plaque volume.
6. The computer-implemented method of claim 5 , wherein the one or more plaque components include at least one of a fibrous tissue, a fibro-lipid tissue, cholesterol, necrotic core or dense calcium.
7. The computer-implemented method of claim 1 , wherein
the tissue representation includes a rendered image of the tissue; and
the vessel representation includes a rendered image of the vessel.
8. The computer-implemented method of claim 1 , wherein
the tissue is heart tissue; and
the vessel is a coronary artery.
9. The computer-implemented method of claim 8 , wherein
the heart tissue is tissue of a left ventricle of the heart; and
the coronary artery supplies the left ventricle of the heart.
10. A non-transitory computer program product storing program elements that, when loaded into a memory an executed by a computer system, cause the computer system to carry out the method of claim 1 .
11. A non-transitory computer-readable medium storing program elements that, when executed by a computer system, cause the computer system to perform the method of claim 1 .
12. The computer-implemented method of claim 1 , wherein the generating the combined tissue-vessel representation comprises registering the vessel representation with the tissue representation.
13. The computer-implemented method of claim 1 , wherein the imaging data of the tissue or the imaging data of the vessel is dual energy computed tomography imaging data.
14. The computer-implemented method of claim 1 , wherein
the tissue is heart tissue; and
the reference plane is perpendicular to a cardiac long axis of the heart tissue.
15. The computer-implemented method of claim 1 , wherein the planar polar plot is obtained by projecting the tissue onto a plane based on the imaging data of the tissue and a segment model of the tissue.
16. The computer-implemented method of claim 1 , wherein
the value indicating the plaque composition of the vessel is a first value indicating the plaque composition of the vessel;
the first value indicating the plaque composition of the vessel being color-encoded into a different color than a second value indicating the plaque composition of the vessel, the second value indicating the plaque composition of the vessel being different from the first value indicating the plaque composition of the vessel, and the first value indicating the plaque composition of the vessel and the second value indicating the plaque composition of the vessel being at different second positions along the vessel; and
a first value among the plurality of values being color-encoded into a different color than a second value among the plurality of values, the second value among the plurality of values being different from the first value among the plurality of values, and the plurality of values being at different first positions across the tissue.
17. The computer-implemented method of claim 16 , wherein the first value indicating the plaque composition of the vessel and the second value indicating the plaque composition of the vessel are at different second positions distributed one-dimensionally along the vessel.
18. The computer-implemented method of claim 16 , wherein the first value among the plurality of values and the second value among the plurality of values are at different first positions distributed two-dimensionally across the tissue.
19. The computer-implemented method of claim 1 , wherein the plaque composition is a proportion of one or more plaque components in a total plaque volume.
20. The computer-implemented method of claim 19 , wherein the one or more plaque components include at least one of a fibrous tissue, a fibro-lipid tissue, cholesterol, necrotic core or dense calcium.
21. A computer system for generating a combined tissue-vessel representation, comprising:
processing circuitry configured to cause the computer system to,
generate a tissue representation based on imaging data of a tissue, the tissue representation including a planar polar plot of the tissue,
generate a vessel representation based on imaging data of a vessel, each of the tissue representation and the vessel representation including color-encoded quantitative information, the color-encoded quantitative information of the tissue representation color-encoding a plurality of values indicating a ventricle wall thickening of the tissue, the plurality of values indicating the ventricle wall thickening corresponding to respective first positions across the tissue, and the color-encoded quantitative information of the vessel representation color-encoding a value indicating a plaque composition of the vessel,
generate a combined tissue-vessel representation in which the vessel representation is overlaid over the tissue representation, the vessel representation including a projection of the vessel onto a reference plane, and the reference plane being in-plane with the planar polar plot of the tissue, and
display the combined tissue-vessel representation.
22. The computer system of claim 21 , wherein the plaque composition is a proportion of one or more plaque components in a total plaque volume.
23. The computer system of claim 22 , wherein the one or more plaque components include at least one of a fibrous tissue, a fibro-lipid tissue, cholesterol, necrotic core or dense calcium.
24. The computer system of claim 21 , wherein the vessel representation includes the color-encoded quantitative information for each respective second position among a plurality of second positions along the vessel, the color-encoded quantitative information of the vessel representation color-encoding the value indicating the plaque composition of the vessel at the respective second position.
25. The computer system of claim 24 , wherein the plaque composition is a proportion of one or more plaque components in a total plaque volume.
26. The computer system of claim 25 , wherein the one or more plaque components include at least one of a fibrous tissue, a fibro-lipid tissue, cholesterol, necrotic core or dense calcium.
27. A computer-implemented method for generating a combined tissue-vessel representation, comprising:
receiving imaging data of a tissue;
receiving imaging data of a vessel;
generating a tissue representation based on the imaging data of the tissue, the tissue representation including a planar polar plot of the tissue;
generating a vessel representation based on the imaging data of the vessel, the vessel representation including a projection of the vessel onto a reference plane, the reference plane being in-plane with the planar polar plot of the tissue; and
generating a combined tissue-vessel representation based on the vessel representation and the tissue representation, the vessel representation being overlaid on the tissue representation,
wherein
the vessel representation includes a local feature of the vessel, the local feature of the vessel being color-encoded quantitative information indicative of a plaque composition,
the tissue representation includes color-encoded quantitative information for each respective first position among a plurality of first positions across the tissue, the color-encoded quantitative information of the tissue representation being indicative of a value of a geometrical parameter of the tissue at the respective first position, and the geometrical parameter of the tissue being a ventricle wall thickening.
28. The computer-implemented method of claim 27 , wherein the vessel representation includes the color-encoded quantitative information for each respective second position among a plurality of second positions along the vessel, the color- encoded quantitative information of the vessel representation color-encoding the value indicating the plaque composition of the vessel at the respective second position.
29. The computer-implemented method of claim 28 , wherein the plaque composition is a proportion of one or more plaque components in a total plaque volume.
30. The computer-implemented method of claim 29 , wherein the one or more plaque components include at least one of a fibrous tissue, a fibro-lipid tissue, cholesterol, necrotic core or dense calcium.
31. The computer-implemented method of claim 27 , wherein
the tissue is heart tissue; and
the vessel is a coronary artery.