CLEF: Clinically-Guided Contrastive Learning for Electrocardiogram Foundation Models
arXiv preprint· 2025
Summary
Evaluated on 18 clinical classification/regression tasks across 7 held-out datasets, pretrained on 12-lead but tested on extracted lead-I (their proxy for single-lead wearable ECG). Code and pretrained weights released.
Key facts
- Subjects
- 161000
- License
- CC BY-NC-ND 4.0