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Zi-Jiao Liu

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Conference Open access Sep 2026

Factual Hallucination in Medical Large Language Models: Typology, Evaluation, and Systematic Governance

A fine-grained hallucination classification framework based on medical knowledge graphs is proposed and a three-tier risk stratification scheme that references FDA medical AI software risk classification standards is established, highlighting the unique characteristics of the medical domain.

Zi-Jiao Liu · 0 citations

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