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Published on in Vol 28 (2026)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/101882, first published .
Elderly woman in hospital bed using a tablet computer

Patient-Friendly Simplifications of Outpatient Reports Using Large Language Models via Few-Shot Prompting: Blinded Comparative Evaluation

Patient-Friendly Simplifications of Outpatient Reports Using Large Language Models via Few-Shot Prompting: Blinded Comparative Evaluation

Timo Elias Reimann   1 ;   Vanessa Haug   1 ;   Filippo Maria Verri   1 ;   Christoph Leinert   1 , Dr med ;   Tim Fleiner   1, 2 , Prof Dr ;   Michael Denkinger   1 , Prof Dr ;   Thomas Derya Kocar   1 , Dr med

1 Institute for Geriatric Research Ulm, Ulm University Medical Center, Ulm, Germany

2 Department of Physiotherapy, Institute of Medical Engineering and Mechatronics, Ulm University of Applied Sciences, Ulm, Germany

Corresponding Author:

  • Thomas Derya Kocar, Dr med
  • Institute for Geriatric Research Ulm
  • Ulm University Medical Center
  • Zollernring 26
  • Ulm 89073
  • Germany
  • Phone: 49 7311870
  • Email: thomas.kocar@uni-ulm.de