Self-supervised contrastive learning of echocardiogram videos enables label-efficient cardiac disease diagnosis

Gregory Holste, Evangelos K. Oikonomou, Bobak J. Mortazavi +2

Advances in self-supervised learning (SSL) have shown that self-supervised pretraining on medical imaging data can provide a strong initialization for downstream supervised classif…