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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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G. Karraz

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Review Open access Aug 2026

MDEF-AI: a multi-level dynamic evaluation framework for assessing the impact of AI-based clinical decision support on decision quality and patient safety

A multi-level, dynamic conceptual evaluation framework that integrates system design characteristics, human–AI interaction mechanisms, contextual moderators, and temporally dynamic feedback loops to provide a comprehensive analytical lens for assessing the impact of AI-CDSS on clinical decision quality and patient safe...

G. Karraz, Anas Shahin · 0 citations

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