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.LG2025
Multi-scale Masked Autoencoder for Electrocardiogram Anomaly Detection
Ya Zhou, Yujie Yang, Jianhuang Gan +3
Electrocardiogram (ECG) analysis is a fundamental tool for diagnosing cardiovascular conditions, yet anomaly detection in ECG signals remains challenging due to their inherent comp…