Nov 2026
Abstract 13745: Deep Learning of Raw Echocardiography Videos Recovers HFpEF-Specific Prognostic Signal: The Atherosclerosis Risk in Communities Study
Background: Echocardiography captures rich spatiotemporal information about cardiac structure and function that is incompletely captured by routine structured measurements. We evaluated whether deep learning applied directly to raw echo video can recover prognostic information for incident HF beyond conventional ech...
Shreya L. Hariharakumar, Jorge Cisneros, Victoria Lamberson et al.
· Circulation · 0 citations