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Author

Wei-Wen Wu

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Sep 2026

SGLF-Net:Staged Global-to-Local Cross-Scale Fusion Network for Colonoscopic Polyp Segmentation.

Polyp segmentation in colonoscopy images plays a pivotal role in computer-aided medical diagnosis and the early prevention of colorectal cancer. However, existing methods often suffer from performance degradation when confronted with extreme polyp scale variation and polyp boundary ambiguity. To address these challenge...

Tan Guo, Wen-Han Zhang, Fu-Lin Luo et al. · 0 citations
Preprint Sep 2026

Physics-Driven Independent Pair Generation for Iterative Self-Supervised Low-Dose CT Denoising

A physics-driven framework with cross-domain iteration for self-supervised LDCT denoising and shows consistent gains over the evaluated self-supervised baselines across dose levels, with performance comparable to the evaluated supervised baseline.

Xian-Lei Han, Shao-Yu Wang, Jiancheng Fang et al. · 0 citations

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