CLEF

ECGOpen Weights

Key facts

Venue
arXiv preprint 2025-12

Summary

Nokia Bell Labs clinically-guided contrastive ECG FM (MIMIC-IV 161k patients); metadata risk-score weighted negatives.

Source paper

CLEF: Clinically-Guided Contrastive Learning for Electrocardiogram Foundation Models