Author

Haifeng Zhao

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Open access Aug 2026

Bidirectional uncertainty-aware region learning for semi-supervised medical image segmentation.

This work proposes a bidirectional uncertainty-aware region learning strategy to fully utilize the precise supervision provided by labeled data and stabilize the training of unlabeled data in semi-supervised medical image segmentation.

Shiwei Zhou, Xin Liu, Haifeng Zhao et al. · Neural Networks · 0 citations