Systems and methods for diagnostics for management of cardiovascular disease patients

A method for implementing a layered analytics framework, the method comprising:

• receiving a set of medical imaging data of cardiovascular vessels;
• utilizing a first machine learned algorithm to characterize a set of biological properties in the cardiovascular vessels, wherein the first machine learned algorithm is trained on data including imaging data of carotid vessels;
• utilizing a second machine learned algorithm to identify one or more medical conditions based on the characterization of the set of biological properties;
• and
• outputting the set of biological properties, the identification of the one or medical conditions, or both.

One or more non-transitory computer-readable storage media comprising instructions that are executable to cause one or more processors to:

• receive a set of medical imaging data of cardiovascular vessels;
• utilize a first machine learned algorithm to characterize a set of biological properties in the cardiovascular vessels, wherein the first machine learned algorithm is trained on data including imaging data of carotid vessels;
• utilize a second machine learned algorithm to identify one or more medical conditions based on the characterization of the set of biological properties;
• and
• output the set of biological properties, the identification of the one or medical conditions, or both.