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

Chatbots and Conversational Agents (784) Artificial Intelligence, Machine Learning, and Natural Language Processing for Public Health (103) Doctor-Patient Communication on Cancer, Prevention, and Screening (83) Innovations and Technology in Cancer Care (567) Innovations in Cancer Diagnostic and Decision Support (121) Artificial Intelligence (AI) in Medical Education (228) Theme Issue: ChatGPT and Generative Language Models in Medical Education (115) Generative Language Models Including ChatGPT (802)

Published on in Vol 27 (2025)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/69752, first published .
Comparative Evaluation of a Medical Large Language Model in Answering Real-World Radiation Oncology Questions: Multicenter Observational Study

Comparative Evaluation of a Medical Large Language Model in Answering Real-World Radiation Oncology Questions: Multicenter Observational Study

Comparative Evaluation of a Medical Large Language Model in Answering Real-World Radiation Oncology Questions: Multicenter Observational Study

Authors of this article:

Fabio Dennstädt1 Author Orcid Image ;   Max Schmerder1 Author Orcid Image ;   Elena Riggenbach1 Author Orcid Image ;   Lucas Mose1, 2 Author Orcid Image ;   Katarina Bryjova1 Author Orcid Image ;   Nicolas Bachmann1 Author Orcid Image ;   Paul-Henry Mackeprang1 Author Orcid Image ;   Maiwand Ahmadsei1 Author Orcid Image ;   Dubravko Sinovcic3 Author Orcid Image ;   Paul Windisch3 Author Orcid Image ;   Daniel Zwahlen3 Author Orcid Image ;   Susanne Rogers4 Author Orcid Image ;   Oliver Riesterer4 Author Orcid Image ;   Martin Maffei5 Author Orcid Image ;   Eleni Gkika6 Author Orcid Image ;   Hathal Haddad7 Author Orcid Image ;   Jan Peeken8, 9, 10 Author Orcid Image ;   Paul Martin Putora1, 11 Author Orcid Image ;   Markus Glatzer11 Author Orcid Image ;   Florian Putz12 Author Orcid Image ;   Daniel Hoefler12 Author Orcid Image ;   Sebastian M Christ13, 14 Author Orcid Image ;   Irina Filchenko15 Author Orcid Image ;   Janna Hastings16, 17, 18 Author Orcid Image ;   Roberto Gaio1 Author Orcid Image ;   Lawrence Chiang1 Author Orcid Image ;   Daniel M Aebersold1 Author Orcid Image ;   Nikola Cihoric1 Author Orcid Image
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Journals

  1. Dennstädt F, Hastings J, Putora P, Vu E, Fischer G, Süveg K, Glatzer M, Riggenbach E, Hà H, Cihoric N. In Reply to Sengul I and Sengul D. Advances in Radiation Oncology 2025;10(7):101800 View
  2. Strasser L, Anschuetz W, Dennstädt F, Hastings J. Performance Evaluation of Large Language Models in Multilingual Medical Multiple-Choice Questions: Mixed Methods Study. JMIR Medical Education 2026;12:e81399 View