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

Timo Elias Reimann, Vanessa Haug, Filippo Maria Verri, Christoph Leinert, Tim Fleiner, Michael Denkinger, Thomas Derya Kocar

Open source

DOI
10.2196/101882
Published
2026-11-06
Container
Journal of Medical Internet Research
Publisher
JMIR Publications Inc.
Open access
unknown

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BibTeX

@article{allodium:10.2196/101882,
  title = {Patient-Friendly Simplifications of Outpatient Reports Using Large Language Models via Few-Shot Prompting: Blinded Comparative Evaluation},
  author = {Timo Elias Reimann and Vanessa Haug and Filippo Maria Verri and Christoph Leinert and Tim Fleiner and Michael Denkinger and Thomas Derya Kocar},
  year = {2026},
  journal = {Journal of Medical Internet Research},
  doi = {10.2196/101882},
  url = {https://doi.org/10.2196/101882}
}

RIS

TY  - JOUR
TI  - Patient-Friendly Simplifications of Outpatient Reports Using Large Language Models via Few-Shot Prompting: Blinded Comparative Evaluation
AU  - Timo Elias Reimann
AU  - Vanessa Haug
AU  - Filippo Maria Verri
AU  - Christoph Leinert
AU  - Tim Fleiner
AU  - Michael Denkinger
AU  - Thomas Derya Kocar
PY  - 2026
JO  - Journal of Medical Internet Research
DO  - 10.2196/101882
UR  - https://doi.org/10.2196/101882
ER  - 

APA

Reimann, T. E., Haug, V., Verri, F. M., Leinert, C., Fleiner, T., Denkinger, M., & Kocar, T. D. (2026). Patient-Friendly Simplifications of Outpatient Reports Using Large Language Models via Few-Shot Prompting: Blinded Comparative Evaluation. Journal of Medical Internet Research. https://doi.org/10.2196/101882

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