3 citations · 3 across the 3 of their papers we have counts for
3 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.LG2025
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…
eess.SP2023★ 3 cited
Masked Transformer for Electrocardiogram Classification
Ya Zhou, Xiaolin Diao, Yanni Huo +3
Electrocardiogram (ECG) is one of the most important diagnostic tools in clinical applications. With the advent of advanced algorithms, various deep learning models have been adopt…