Combining General and Domain-Specific Pretext Tasks for Brain MR Image Segmentation

Tasneem Nasser, Susanne Schmid, Roberto Souza +1

A key challenge in medical image analysis is the scarcity of large annotated datasets for specific populations and diseases. As deep learning models rely heavily on labeled data, e…