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J. Y. Yoon

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Open access Aug 2026

A Human-in-the-Loop Large Language Model System Based on the Model Context Protocol for Differential Diagnosis from Electronic Medical Records and Literature

DDx-Finder is presented, an open-source framework that leverages Model Context Protocol (MCP) servers for direct EMR and literature access, enabling prompt-driven clinical state extraction and reliable case-report re- trieval via generating searching query by LLM, while addressing limitations related to resource demands and privacy concerns.

H. Lim, H. Yi, J. Y. Yoon et al. · 0 citations