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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

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Yulong Cao

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Open access Aug 2026

Adaptive wavelet enhancement and stratified feature fusion for robust medical image segmentation

UKDW, a lightweight medical image segmentation framework that jointly improves input quality and cross-layer feature interaction under a unified architecture and training protocol, is proposed and experimental results suggest that, in lightweight medical image segmentation, jointly addressing input degradation and feat...

Peiyuan Wang, Yong-Jie Liang, Bizhong Wei et al. · 0 citations

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