Data distribution impacts the performance and generalisability of contrastive learning-based foundation models of electrocardiograms

Gul Rukh Khattak, Konstantinos Patlatzoglou, Joseph Barker +15

Contrastive learning is a widely adopted self-supervised pretraining strategy, yet its dependence on cohort composition remains underexplored. We present Contrasting by Patient Aug…