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Author

Bin Zhang

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Jul 2026

VSS-SAM++: Visual State Space-Aware SAM for 3D Medical Image Segmentation.

VSS-SAM++ is introduced, a novel dual-branch architecture that combines SAM's foundational visual priors with Vision Mamba's capacity for modeling long-range spatial dependencies and its robustness to domain shifts and scalability across diverse modalities highlights its potential for clinical deployment.

Jinxuan Lyu, Bin Zhang, Yipan Wang et al. · 0 citations

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