Shaorui Zhou

DERI: Cross-Modal ECG Representation Learning with Deep ECG-Report Interaction

Electrocardiogram (ECG) is widely used to diagnose cardiac conditions via deep learning methods. Although existing self-supervised learning (SSL) methods have achieved great performance in learning representation for ECG-based cardiac conditions classification, the clinical semantics can not be effe