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Takayuki Semitsu

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Review Open access Aug 2026

Safety-Oriented Evaluation of Large Language Models in Health Care: Guideline-Informed Systematic Review

Current evaluations emphasize accuracy while underreporting privacy, security, robustness, explainability, and verifiability, underscoring the need for comprehensive, guideline-based, multidomain evaluation before deployment in high-stakes clinical settings.

Hikaru Matsuoka, Takayuki Takahashi, Takayuki Semitsu et al. · 0 citations