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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

K. Men

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2 papers indexed here

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Open access Sep 2026

Interpretable graph-conditioned CNNs for dose-volume histogram prediction in radiotherapy.

BACKGROUND Accurate dose-volume histogram (DVH) prediction is essential for high-quality and automated radiotherapy (RT) planning. However, existing deep learning methods primarily focus on voxel-level dose prediction followed by post-processing to extract DVHs, a workflow that can introduce cumulative errors and limit...

Xiao-Ling Zhu, C. Ling, Hao Xu et al. · 0 citations
Open access Aug 2026

Real‐world clinical impact of implementing and updating a deep learning‐based automatic contouring system in rectal cancer radiotherapy

Abstract Background Accurate delineation of target volumes and organs‐at‐risk (OARs) is a critical yet labor‐intensive component of rectal cancer radiotherapy. While deep learning (DL)‐based automatic contouring systems are increasingly used to address inter‐observer variability and improve efficiency, artificial intel...

Ningyu Wang, Tong-Zhen Xu, Yu-Jie Kang et al. · 0 citations

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