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Published on in Vol 12 (2026)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/94795, first published .
Professor presents data model accuracy graph to students in a classroom

Generation of Case-Based Materials Using Large Language Models in Health Professions Education: Scoping Review

Generation of Case-Based Materials Using Large Language Models in Health Professions Education: Scoping Review

Zineb Zouakia   1, 2, 3 , MD ;   Alan Szymczak   1, 2, 3 , MD ;   Salomé Tordjman   1, 2, 3 , MD ;   Emmanuel Logak   1, 2, 3 , MD ;   Thomas Meyre   1, 2, 3 , MD ;   Matthieu Resche-Rigon   3, 4 , MD, PhD ;   Alain Cariou   3, 5 , MD, PhD ;   Anita Burgun   1, 2, 3 , MD, PhD ;   Rosy Tsopra   1, 2, 3, 6 , MD, PhD

1 Clinical Bioinformatics Laboratory, Imagine Institute, Université Paris Cité, INSERM UMR1163, Paris, F-75006, France

2 Department of Medical Informatics, Hôpital Européen Georges Pompidou, Hôpital Necker Enfants Malades, AP-HP, Paris, France

3 Faculté de Santé, DigiHealth UPCité Team, Université Paris Cité, Paris, F-75006, France

4 Biostatistics and Medical Information Department, Saint-Louis Hospital, Assistance Publique Hôpitaux de Paris, Paris, France

5 Medical Intensive Care Unit, Cochin Hospital, Assistance Publique-Hôpitaux de Paris, Paris, France

6 UPPERS, Université Paris Cité, US 007, Paris, F-75006, France

Corresponding Author:

  • Zineb Zouakia, MD
  • Clinical Bioinformatics Laboratory
  • Imagine Institute, Université Paris Cité, INSERM UMR1163
  • 24 Bd du Montparnasse, 75015
  • Paris, F-75006
  • France
  • Phone: 33 668169844
  • Email: zineb.zouakia@gmail.com