Large Language Models for Clinical Note Simplification: A Systematic Review and Experimental Evaluation of Medical Text Readability

Mara Teichmann, Pelin Özkara Menekseoglu, Julian Schwarz, Ute Karbach, Anne-Maria Purohit

Open source

DOI
10.3233/shti260997
Published
2026-09-17
Container
Studies in Health Technology and Informatics
Publisher
IOS Press
Open access
unknown

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BibTeX

@article{allodium:10.3233/shti260997,
  title = {Large Language Models for Clinical Note Simplification: A Systematic Review and Experimental Evaluation of Medical Text Readability},
  author = {Mara Teichmann and Pelin Özkara Menekseoglu and Julian Schwarz and Ute Karbach and Anne-Maria Purohit},
  year = {2026},
  journal = {Studies in Health Technology and Informatics},
  doi = {10.3233/shti260997},
  url = {https://doi.org/10.3233/shti260997}
}

RIS

TY  - JOUR
TI  - Large Language Models for Clinical Note Simplification: A Systematic Review and Experimental Evaluation of Medical Text Readability
AU  - Mara Teichmann
AU  - Pelin Özkara Menekseoglu
AU  - Julian Schwarz
AU  - Ute Karbach
AU  - Anne-Maria Purohit
PY  - 2026
JO  - Studies in Health Technology and Informatics
DO  - 10.3233/shti260997
UR  - https://doi.org/10.3233/shti260997
ER  - 

APA

Teichmann, M., Menekseoglu, P. Ö., Schwarz, J., Karbach, U., & Purohit, A. (2026). Large Language Models for Clinical Note Simplification: A Systematic Review and Experimental Evaluation of Medical Text Readability. Studies in Health Technology and Informatics. https://doi.org/10.3233/shti260997

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