Xinghua Ma

Robust multi-label ECG classification: a deep learning framework for concurrent arrhythmias with clinical generalizability

Electrocardiogram (ECG) signals play a critical role in the clinical screening and diagnosis of various cardiovascular diseases. Although computer-aided diagnostic technologies have alleviated the burden on clinicians, the variability, complexity, and class imbalance of ECG data...