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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

Shu-Lan Mei

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Oct 2026

UCEC: A Knowledge Graph-Assisted Machine Learning for Molecular-Mechanism-Interpretable Natural Product-Disease Association Prioritization.

A knowledge graph-assisted machine learning model: Uncertainty-Calibrated Evidence-Chains (UCEC) for prioritizing NP-disease associations and generating traceable mechanistic hypotheses for subsequent validation is proposed.

Wen-Yu Lu, Yi-Hui Cai, Xiao-Qian Peng et al. · 0 citations

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