Open access
Jul 2026
A deep learning framework for standardized interpretation of multiparameter cardiac ultrasound and disease classification
DeepCard is a multi-task deep learning system that produces standardized, reproducible interpretation of pre-measured echocardiographic parameters by jointly analyzing 39 quantitative measurements across 17 diagnostic tasks spanning valvular disease, ventricular dysfunction, and structural abnormalities.
Zhihong Wen, Xiang-Peng Liu, Yi Liu et al.
· iScience · 0 citations