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

Theme Issue: Human Factors in Health Care: Education, Management, and Knowledge Translation (32) Clinical Informatics (2454) Theoretical Frameworks and Concepts (604) Focus Groups and Qualitative Research for Human Factors Research (1621) User Needs and Competencies (610) Theories, Models, and Frameworks in Human Factors (159) Design and Usability of Clinical Software and EHRs (501) Theoretical Innovations in AI (38)

Published on in Vol 13 (2026)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/99117, first published .
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Investigating Context in How Clinicians Make Sense of AI: Qualitative Interview Study

Investigating Context in How Clinicians Make Sense of AI: Qualitative Interview Study

Authors of this article:

Simone Mingels1, 2 Author Orcid Image ;   Hannah Piehl1, 2 Author Orcid Image ;   Rianne Fijten1, 2 Author Orcid Image ;   Ricky Janssen3, 4 Author Orcid Image ;   Bart Penders3 Author Orcid Image
Article Authors Cited by Tweetations Metrics

Simone Mingels   1, 2 * , MSc ;   Hannah Piehl   1, 2 * , MA ;   Rianne Fijten   1, 2 , PhD ;   Ricky Janssen   3, 4 , PhD ;   Bart Penders   3 , PhD

1 Department of Radiation Oncology, GROW Research Institute for Oncology and Reproduction, Maastricht University Medical Centre+, Maastricht, Limburg, The Netherlands

2 Maastro, Maastricht Radiation Oncology Institute, Maastricht, The Netherlands

3 Department of Health, Ethics & Society, Care and Public Health Research Institute (CAPHRI), Maastricht University, Maastricht, The Netherlands

4 Department of Health, Ethics & Society, Mental Health and Neuroscience Research Institute (MHeNs), Maastricht University, Maastricht, The Netherlands

*these authors contributed equally

Corresponding Author:

  • Simone Mingels, MSc
  • Department of Radiation Oncology, GROW Research Institute for Oncology and Reproduction
  • Maastricht University Medical Centre+
  • Paul-Henri Spaaklaan 1
  • Maastricht, Limburg 6229 GS
  • The Netherlands
  • Phone: +31 0433881863
  • Email: simone.mingels@maastrichtuniversity.nl