METHODS AND SYSTEMS FOR GENERATING LIKELIHOOD OF HEART FAILURE WITH PRESERVED EJECTION FRACTION (HFpEF)

A system for providing a visualized likelihood of heart failure with preserved ejection fraction (HFpEF) for a subject, comprising:

• a trained heart failure model;
• a processor configured to:
• (i) receive a result of an ultrasound analysis of the subject's heart from a current ultrasound exam;
• (ii) extract, from the received result of the ultrasound analysis, a plurality of ultrasound biomarkers;
• (iii) receive a cardiac stiffness measurement for the subject's heart from the current exam and/or from a previous ultrasound exam;
• (iv) receive clinical information about the subject;
• (v) analyze, using the trained heart failure model, the extracted plurality of ultrasound biomarkers, the received cardiac stiffness measurement, and the received clinical information about the subject to generate a likelihood of at least one of a plurality of HFpEF etiologies, wherein the generated likelihood of at least one of a plurality of HFpEF etiologies comprises a likelihood that the subject is experiencing heart failure with preserved ejection fraction;
• and (vi) generate a visualization of the generated likelihood of at least one of a plurality of HFpEF etiologies;
• and
• a user interface configured to provide the generated likelihood of at least one of a plurality of HFpEF etiologies.