Dive into Self-Supervised Learning for Medical Image Analysis: Data, Models and Tasks

Chuyan Zhang, Yun Gu

Self-supervised learning (SSL) has achieved remarkable performance in various medical imaging tasks by dint of priors from massive unlabelled data. However, regarding a specific do…