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Author

Eunji Jeon

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Sep 2026

Association Between Large Language Model-Derived Mobility Functional Status Assessment and Clinical Outcomes.

LLM-derived mobility functional status assessment was associated with ED visits and hospitalization, but not with all-cause mortality after adjustment, and prospective validation and evaluation of incremental discrimination, calibration, and clinical utility are needed before clinical implementation.

Sandeep R. Pagali, Xing-Yi Liu, He-Ling Jia et al. · 0 citations
Review Aug 2026

HealMed: Multilingual Evaluation of Large Language Models in Medicine

On HealMed, performance declined most in low-resource languages, although the size of the gap varied markedly across languages and models, whereas many open-source and medically specialized models showed larger and less consistent gaps.

Yingjian Chen, Fan Gao, Sherry T. Tong et al. · 0 citations

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