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

Hikaru Matsuoka, Takayuki Takahashi, Takayuki Semitsu, Keiko Matsuoka, Ryoma Hayashi

Open source

DOI: 10.2196/97240
Published: 2026-08-20
Container: Online Journal of Public Health Informatics
Publisher: JMIR Publications Inc.
Open access: unknown

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Cite this work

BibTeX

@article{allodium:10.2196/97240,
  title = {Safety-Oriented Evaluation of Large Language Models in Health Care: Guideline-Informed Systematic Review},
  author = {Hikaru Matsuoka and Takayuki Takahashi and Takayuki Semitsu and Keiko Matsuoka and Ryoma Hayashi},
  year = {2026},
  journal = {Online Journal of Public Health Informatics},
  doi = {10.2196/97240},
  url = {https://doi.org/10.2196/97240}
}

RIS

TY  - JOUR
TI  - Safety-Oriented Evaluation of Large Language Models in Health Care: Guideline-Informed Systematic Review
AU  - Hikaru Matsuoka
AU  - Takayuki Takahashi
AU  - Takayuki Semitsu
AU  - Keiko Matsuoka
AU  - Ryoma Hayashi
PY  - 2026
JO  - Online Journal of Public Health Informatics
DO  - 10.2196/97240
UR  - https://doi.org/10.2196/97240
ER  -

APA

Matsuoka, H., Takahashi, T., Semitsu, T., Matsuoka, K., & Hayashi, R. (2026). Safety-Oriented Evaluation of Large Language Models in Health Care: Guideline-Informed Systematic Review. Online Journal of Public Health Informatics. https://doi.org/10.2196/97240

Source records

crossref · retrieved 2026-09-24T20:26:14.797Z