Learning to segment with limited annotations: Self-supervised pretraining with regression and contrastive loss in MRI

Lavanya Umapathy, Zhiyang Fu, Rohit Philip +3

Obtaining manual annotations for large datasets for supervised training of deep learning (DL) models is challenging. The availability of large unlabeled datasets compared to labele…