Xiang-Peng Liu

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.