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Author

Wenbo Huang

2 papers indexed here

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Open access Oct 2026

MSA-SAM: A Decoder Enhancement Framework for 3D Tumor Segmentation Based on Segment Anything

Accurate tumor segmentation in 3D medical images is essential for clinical diagnosis, treatment planning, and prognosis. However, this task remains challenging due to low contrast, irregular morphology, and indistinct boundaries. Most Segment Anything Model (SAM)-based medical imaging studies focus on improving the enc...

Yang Yan, Nan-Nan Li, Wen-Bo Huang · 0 citations
Jul 2026

QuReC: All-in-One Image Restoration with Query-Specific Guidance and Local-Global Response Calibration

QuReC, a unified framework for all-in-one image restoration, consists of a Degradation-Guided Query Reconstruction Module (DQRM) and a Local-Global Response Calibration Module (LGRCM), which provides fine-grained spatially adaptive restoration guidance.

Shen Zhou, Jing-Hui Zhang, Wen-Bo Huang et al. · 0 citations

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