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Sponsored Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt

Author

Yiwen Zhao

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Conference Aug 2026

CER-SAM: a coarse-guided edge refinement network for skin lesion segmentation with SAM and its derivatives

Experimental results on the PH2 dataset demonstrate that CER-SAM consistently improves the segmentation performance of SAM and its derivatives, significantly enhancing boundary quality and overall accuracy, while exhibiting strong generality and robustness.

Yuhan Ying, Yiwen Zhao, Xin-Gang Zhao et al. · 0 citations

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