Complementary information mutual learning for multimodality medical image segmentation

Chuyun Shen, Wenhao Li, Haoqing Chen, Xiaoling Wang, Fengping Zhu, Yuxin Li, Xiangfeng Wang, Bo Jin

Abstract: Highlights•A redundancy-reducing framework is proposed to improve medical image segmentation.•Redundancy is pruned by extracting complementary info using mutual info optimization.•Complementary information can also enhance interpretability via visualization.