Self-supervised learning for medical image data with anatomy-oriented imaging planes

Tianwei Zhang, Dong Wei, Mengmeng Zhua, Shi Gu, Yefeng Zheng

Abstract: Highlights•Complementary self-supervised tasks for medical images with anatomy-oriented planes.•Conceptually straightforward and easy to implement.•Superior transfer learning performance on targeted groups of data to related works.