Extracting Medical Information From Unstructured Clinical Text Using Large Language Models to Enhance Health Care Interoperability: Proof-of-Concept Study.
- DOI
- 10.2196/92413
- Published
- 2026 Jul 2
- Container
- Journal of medical Internet research
- Publisher
- Not recorded
- Open access
- yes
Credibility signals
uncertain Score 53/100 under policy 1.0.0. This is a metadata assessment, not a judgment of the paper's conclusions.
Show all credibility signals
- cautionDOI registered: No matching Crossref record was present in this response.
- cautionDOI resolves: No matching Crossref record was present in this response.
- supportingDirectory of Open Access Journals: A matching record was returned by DOAJ.
- not scoredMEDLINE indexed: Not checked or no result supplied; no credibility inference made.
- not scoredOpenAlex core source: Not checked or no result supplied; no credibility inference made.
- not scoredKnown publisher allow-list: Not checked or no result supplied; no credibility inference made.
- not scoredROR affiliation: Not checked or no result supplied; no credibility inference made.
- not scoredRetraction Watch retraction: No retraction notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete.
- not scoredRetraction Watch expression of concern: No expression of concern notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete.
- not scoredRetraction Watch correction: No correction notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete.
- not scoredRetraction Watch reinstatement: No reinstatement notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete.
- supportingOpen access status: Normalized open-access status: open.
- not scoredPublication license: Not checked or no result supplied; no credibility inference made.
- not scoredPublication version: A publication version was supplied but is not scored.
- cautionMetadata completeness: 5 of 6 scored descriptive metadata groups are present; missing fields increase uncertainty.
Cite this work
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 = {Eryılmaz B and Arzideh K and Bahn M and Damm H and Warmer S and Schäfer H and Idrissi-Yaghir A and Pakull TMG and Albrecht LJ and Kleesiek J and Lodde G and Friedrich CM and Livingstone E and Schadendorf D and Borys K and Nensa F and Hosch R},
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 - Eryılmaz B AU - Arzideh K AU - Bahn M AU - Damm H AU - Warmer S AU - Schäfer H AU - Idrissi-Yaghir A AU - Pakull TMG AU - Albrecht LJ AU - Kleesiek J AU - Lodde G AU - Friedrich CM AU - Livingstone E AU - Schadendorf D AU - Borys K AU - Nensa F AU - Hosch R PY - 2026 JO - Journal of medical Internet research DO - 10.2196/92413 UR - https://doi.org/10.2196/92413 ER -
APA
B, E., K, A., M, B., H, D., S, W., H, S., A, I., TMG, P., LJ, A., J, K., G, L., CM, F., E, L., D, S., K, B., F, N., & R, H. (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
Source records
- pubmed · retrieved 2026-09-25T05:10:55.812Z
- europe-pmc · retrieved 2026-09-25T05:10:55.851Z
- doaj · retrieved 2026-09-25T05:10:55.816Z