Extracting Medical Information From Unstructured Clinical Text Using Large Language Models to Enhance Health Care Interoperability: Proof-of-Concept Study

Bahadır Eryılmaz, Kamyar Arzideh, Mikel Bahn, Hendrik Damm, Sina Warmer, Henning Schäfer, Ahmad Idrissi-Yaghir, Tabea M G Pakull, Lea Jessica Albrecht, Jens Kleesiek, Georg Lodde, Christoph M Friedrich, Elisabeth Livingstone, Dirk Schadendorf, Katarzyna Borys, Felix Nensa, René Hosch

Open source

DOI
10.2196/92413
Published
2026-07-02
Container
Journal of Medical Internet Research
Publisher
JMIR Publications Inc.
Open access
unknown

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BibTeX

@article{allodium:10.2196/92413,
  title = {Extracting Medical Information From Unstructured Clinical Text Using Large Language Models to Enhance Health Care Interoperability: Proof-of-Concept Study},
  author = {Bahadır Eryılmaz and Kamyar Arzideh and Mikel Bahn and Hendrik Damm and Sina Warmer and Henning Schäfer and Ahmad Idrissi-Yaghir and Tabea M G Pakull and Lea Jessica Albrecht and Jens Kleesiek and Georg Lodde and Christoph M Friedrich and Elisabeth Livingstone and Dirk Schadendorf and Katarzyna Borys and Felix Nensa and René Hosch},
  year = {2026},
  journal = {Journal of Medical Internet Research},
  doi = {10.2196/92413},
  url = {https://doi.org/10.2196/92413}
}

RIS

TY  - JOUR
TI  - Extracting Medical Information From Unstructured Clinical Text Using Large Language Models to Enhance Health Care Interoperability: Proof-of-Concept Study
AU  - Bahadır Eryılmaz
AU  - Kamyar Arzideh
AU  - Mikel Bahn
AU  - Hendrik Damm
AU  - Sina Warmer
AU  - Henning Schäfer
AU  - Ahmad Idrissi-Yaghir
AU  - Tabea M G Pakull
AU  - Lea Jessica Albrecht
AU  - Jens Kleesiek
AU  - Georg Lodde
AU  - Christoph M Friedrich
AU  - Elisabeth Livingstone
AU  - Dirk Schadendorf
AU  - Katarzyna Borys
AU  - Felix Nensa
AU  - René Hosch
PY  - 2026
JO  - Journal of Medical Internet Research
DO  - 10.2196/92413
UR  - https://doi.org/10.2196/92413
ER  - 

APA

Eryılmaz, B., Arzideh, K., Bahn, M., Damm, H., Warmer, S., Schäfer, H., Idrissi-Yaghir, A., Pakull, T. M. G., Albrecht, L. J., Kleesiek, J., Lodde, G., Friedrich, C. M., Livingstone, E., Schadendorf, D., Borys, K., Nensa, F., & Hosch, R. (2026). Extracting Medical Information From Unstructured Clinical Text Using Large Language Models to Enhance Health Care Interoperability: Proof-of-Concept Study. Journal of Medical Internet Research. https://doi.org/10.2196/92413

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