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This paper is in the following e-collection/theme issue:

Digital Health Reviews (1867) Artificial Intelligence (2441) Ethical, Legal, and Social Implications of Public Health Informatics (22) Generative Language Models Including ChatGPT (879) Responsible Health AI (104)

Published on in Vol 28 (2026)

This is a member publication of Newcastle University (Jisc)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/87804, first published .
Concerns of Using Large Language Models in Health Care Research and Practice: Umbrella Review

Concerns of Using Large Language Models in Health Care Research and Practice: Umbrella Review

Concerns of Using Large Language Models in Health Care Research and Practice: Umbrella Review

Authors of this article:

Feyza Yarar1 Author Orcid Image ;   Pauline Addis1, 2 Author Orcid Image ;   Megan Fairweather1, 2 Author Orcid Image ;   Dawn Craig1, 2 Author Orcid Image ;   Hannah O'Keefe1, 2 Author Orcid Image
Article Authors Cited by Tweetations Metrics

Feyza Yarar   1 , MPH ;   Pauline Addis   1, 2 * , PhD ;   Megan Fairweather   1, 2 * , PhD ;   Dawn Craig   1, 2 , MSc ;   Hannah O'Keefe   1, 2 , MSci

1 Population Health Sciences Institute, Faculty of Medical Sciences, Newcastle University, Newcastle-Upon-Tyne, England, United Kingdom

2 NIHR (National Institute of Health and Care Research) Innovation Observatory, Newcastle University, Newcastle-Upon-Tyne, England, United Kingdom

*these authors contributed equally

Corresponding Author:

  • Hannah O'Keefe, MSci
  • Population Health Sciences Institute, Faculty of Medical Sciences
  • Newcastle University
  • Framlington Place
  • Newcastle-Upon-Tyne, England NE2 4HH
  • United Kingdom
  • Phone: 44 7826034122
  • Email: nho11@newcastle.ac.uk