Method and system for visualization of heart tissue at risk

A system comprising:

• a processor;
• and
• a memory having instructions stored thereon, wherein execution of the instructions, cause the processor to:
• generate, using one or more predictors, a data set that identifies myocardium at risk of having coronary disease, the data set comprising a plurality of parameters each associated with a corresponding heart segment of a plurality of heart segments of a heart and having a coronary risk value, wherein each of the plurality of heart segments correspond to an anatomical structure of the heart, wherein each of the one or more predictors was trained using machine learning to predict coronary risk values for heart segments of the plurality of heart segments;
• generate for a graphical user interface, a plurality of graphical visualizations including a first graphical visualization, from the data set that identifies myocardium at risk of having coronary disease,
• wherein the first graphical visualization comprises:
• a first graphical element corresponding to a first three-dimensional visualization of myocardial tissue, wherein the first three-dimensional visualization of myocardial tissue comprises a plurality of surface areas each associated with a heart segment of the plurality of heart segments;
• one or more second graphical elements that are overlaid over, or that replaces, a surface area of the plurality of surfaces areas of the first graphical element, the surface area corresponding to a given heart segment having a parameter with a coronary risk value that exceeds a threshold that identifies myocardium at risk of having coronary disease;
• and
• a third graphical element corresponding to a second three-dimensional visualization of myocardial tissue, wherein the first three-dimensional visualization is rendered in accordance with a first viewing perspective, and wherein the second three-dimensional visualization is rendered in accordance with a second viewing perspective, wherein the first viewing perspective is different from the second viewing perspective;
• and
• render the plurality of graphical visualizations to be presented on a display.

A non-transitory computer-readable medium having computer-executable instructions stored thereon that when executed by a processor of a system cause the system to:

• generate, using one or more predictors, a data set that identifies myocardium at risk of having coronary disease, the data set comprising a plurality of parameters each associated with a corresponding heart segment of a plurality of heart segments of a heart and having a coronary risk value, wherein each of the plurality of heart segments correspond to an anatomical structure of the heart, wherein each of the one or more predictors was trained using machine learning to predict coronary risk values for heart segments of the plurality of heart segments;
• generate for a graphical user interface, a plurality of graphical visualizations including a first graphical visualization, from the data set that identifies myocardium at risk of having coronary disease,
• wherein the first graphical visualization comprises:
• a first graphical element corresponding to a first three-dimensional visualization of myocardial tissue, wherein the first three-dimensional visualization of myocardial tissue comprises a plurality of surface areas each associated with a heart segment of the plurality of heart segments;
• one or more second graphical elements that are overlaid over, or that replaces, a surface area of the plurality of surfaces areas of the first graphical element, the surface area corresponding to a given heart segment having a parameter with a coronary risk value that exceeds a threshold that identifies myocardium at risk of having coronary disease;
• and
• a third graphical element corresponding to a second three-dimensional visualization of myocardial tissue, wherein the first three-dimensional visualization is rendered in accordance with a first viewing perspective, and wherein the second three-dimensional visualization is rendered in accordance with a second viewing perspective, wherein the first viewing perspective is different from the second viewing perspective;
• and
• render the plurality of graphical visualizations to be presented on a display.