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Tian-Xiao Hou

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Open access Sep 2026

NAHFormer: Neighborhood self-attention and hierarchical feature fusion transformer for image medical segmentation

NAHFormer, a medical image segmentation framework equipped with boundary-aware and redundancy-aware capabilities, is proposed, which consistently outperforms state-of-the-art methods on colonoscopy polyp and dermoscopy datasets.

Xue-Hui Yin, Hao-Nan Li, Tian-Xiao Hou et al. · 0 citations

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