2 papers
cs.AI2026
CoRe-ECG: Advancing Self-Supervised Representation Learning for 12-Lead ECG via Contrastive and Reconstructive Synergy
Zehao Qin, Xiaojian Lin, Ping Zhang +6
Accurate interpretation of electrocardiogram (ECG) remains challenging due to the scarcity of labeled data and the high cost of expert annotation. Self-supervised learning (SSL) of…
q-bio.QM2024
Self-supervised inter-intra period-aware ECG representation learning for detecting atrial fibrillation
Xiangqian Zhu, Mengnan Shi, Xuexin Yu +7
Atrial fibrillation is a commonly encountered clinical arrhythmia associated with stroke and increased mortality. Since professional medical knowledge is required for annotation, e…