Semantic knowledge transfer for semi-supervised medical image segmentation

Shiwei Zhou, Haifeng Zhao, Leilei Ma, Dengdi Sun

Abstract: Highlights•Semantic mixing enhances information interaction between labeled and unlabeled data.•Label-guided inter-class contrastive learning enhances class representation learning.•A new semantic knowledge transfer framework for semi-supervised medical segmentation.