Contrastive Pretraining for Echocardiography Segmentation with Limited Data

Mohamed Saeed, Rand Muhtaseb, Mohammad Yaqub

Contrastive learning has proven useful in many applications where access to labelled data is limited. The lack of annotated data is particularly problematic in medical image segmen…