2 papers
cs.LG2026
Detecting low left ventricular ejection fraction from ECG using an interpretable and scalable predictor-driven framework
Ya Zhou, Tianxiang Hao, Ziyi Cai +5
Low left ventricular ejection fraction (LEF) frequently remains undetected until progression to symptomatic heart failure, underscoring the need for scalable screening strategies.…
cs.LG2026
Bridging Performance Gaps for ECG Foundation Models: A Post-Training Strategy
Ya Zhou, Yujie Yang, Xiaohan Fan +1
ECG foundation models are increasingly popular due to their adaptability across various tasks. However, their clinical applicability is often limited by performance gaps compared t…