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

Digital Health Reviews (1759) AI Language Models in Health Care (215) Artificial Intelligence (2202) Clinical Informatics (1353) Knowledge Translation and Implementation Science (528) Decision Support for Health Professionals (1570)

Published on in Vol 27 (2025)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/72062, first published .
Large Language Models in Medical Diagnostics: Scoping Review With Bibliometric Analysis

Large Language Models in Medical Diagnostics: Scoping Review With Bibliometric Analysis

Large Language Models in Medical Diagnostics: Scoping Review With Bibliometric Analysis

Authors of this article:

Hankun Su1, 2, 3 Author Orcid Image ;   Yuanyuan Sun1, 2 Author Orcid Image ;   Ruiting Li4 Author Orcid Image ;   Aozhe Zhang3 Author Orcid Image ;   Yuemeng Yang1, 2, 3 Author Orcid Image ;   Fen Xiao5 Author Orcid Image ;   Zhiying Duan1, 2 Author Orcid Image ;   Jingjing Chen1, 2 Author Orcid Image ;   Qin Hu1, 2 Author Orcid Image ;   Tianli Yang1, 2 Author Orcid Image ;   Bin Xu1, 2 Author Orcid Image ;   Qiong Zhang1, 2 Author Orcid Image ;   Jing Zhao1, 2 Author Orcid Image ;   Yanping Li1, 2 Author Orcid Image ;   Hui Li1, 2 Author Orcid Image
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Journals

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  3. Schnegg-Kaufmann A, Bacher U, Rovó A, Andres M, Wiedemann G, Porret N, Moshaver B, Kaufmann N, Tchinda J, Meyer S, Angelillo-Scherrer A. Artificial Intelligence in Haematologic Diagnostics: Current Applications and Future Perspectives. Acta Haematologica 2025:1 View
  4. Abou-Bakr A, El Barbary A, Hassanein F. ChatGPT-5 vs oral medicine experts for rank-based differential diagnosis of oral lesions: a prospective, biopsy-validated comparison. Odontology 2025 View
  5. Peltonen L, Topaz M, Zhang Z. From Research to Practice in Days, not Decades: Why Leaders Must Act now. Journal of Medical Systems 2025;49(1) View
  6. Njenga K, Macheka R. AI Hallucinations in Information Security: A Bibliometric and Grounded Study Perspective. Journal of Information Security and Cybercrimes Research 2025;8(2):129 View
  7. Beiriger J, Estephan L, Campbell D, Dhillon V, Goldenberg D, Noel J, Orloff L, Russell M, Russell J, Sinclair C, Cottrill E. Evaluating Artificial Intelligence Chatbots for Patient Education on Thyroid Radiofrequency Ablation: An Analysis of Accuracy, Quality, and Readability. Thyroid® 2026 View

Books/Policy Documents

  1. Essafi H. Flexible Query Answering Systems. View