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Gui-Dong Zhang

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Conference Open access Sep 2026

A Local-Rotation-Driven Global Consistency Framework with Dual-View Decoding for Semi-Supervised Medical Image Segmentation

Medical image segmentation is still challenging, especially in semi-supervised scenarios where limited annotations are expected to support both accurate boundary delineation and coherent anatomical structures. We propose LR-GCF, a Local-Rotation-Driven Global Consistency Framework that couples strong local geometric pe...

Zhen Yang, Dong-Shuai Zhang, Yun-Liang Qi et al. · 0 citations

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