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Author

Shaofeng Jiang

2 papers indexed here

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Preprint Aug 2026

CDGC-Net: 3D Medical Image Segmentation with Cooperative Dual-Scale Self-Attention and Grouped Channel Modeling

CDGC-Net, a 3D medical image segmentation network that combines cooperative dual-scale spatial attention with grouped hierarchical channel modeling, achieves mean DSC values on the Synapse, ACDC, BraTS, and LA datasets, indicating a favorable trade-off between segmentation accuracy and computational complexity.

Zhe-Yang Jing, Qin Lu, Jianwang Li et al. · 0 citations
#artificial intelligence Preprint Sep 2026

SAUF-Net: Structure--Appearance Representation Learning with Uncertainty Feedback for Semi-Supervised Medical Image Segmentation

SAUF-Net is proposed, a Structure--Appearance Representation Learning with Uncertainty Feedback Network for semi-supervised medical image segmentation that outperforms state-of-the-art semi-supervised methods, especially under low-label settings.

Qin Lu, Zhe-Yang Jing, Yu-Jie Yang et al. · 0 citations

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