Comparing large language models and text embedding models for automated classification of textual, semantic, and critical changes in radiology reports.

Lindholz M, Burdenski A, Ruppel R, Schulze-Weddige S, Baumgärtner GL, Schobert I, Haack AM, Eminovic S, Milnik A, Hamm CA, Frisch A, Penzkofer T

Open source

DOI
10.1016/j.ejrad.2025.112316
Published
2025 Oct
Container
European journal of radiology
Publisher
Not recorded
Open access
unknown

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BibTeX

@article{allodium:10.1016/j.ejrad.2025.112316,
  title = {Comparing large language models and text embedding models for automated classification of textual, semantic, and critical changes in radiology reports.},
  author = {Lindholz M and Burdenski A and Ruppel R and Schulze-Weddige S and Baumgärtner GL and Schobert I and Haack AM and Eminovic S and Milnik A and Hamm CA and Frisch A and Penzkofer T},
  year = {2025},
  journal = {European journal of radiology},
  doi = {10.1016/j.ejrad.2025.112316},
  url = {https://doi.org/10.1016/j.ejrad.2025.112316}
}

RIS

TY  - JOUR
TI  - Comparing large language models and text embedding models for automated classification of textual, semantic, and critical changes in radiology reports.
AU  - Lindholz M
AU  - Burdenski A
AU  - Ruppel R
AU  - Schulze-Weddige S
AU  - Baumgärtner GL
AU  - Schobert I
AU  - Haack AM
AU  - Eminovic S
AU  - Milnik A
AU  - Hamm CA
AU  - Frisch A
AU  - Penzkofer T
PY  - 2025
JO  - European journal of radiology
DO  - 10.1016/j.ejrad.2025.112316
UR  - https://doi.org/10.1016/j.ejrad.2025.112316
ER  - 

APA

M, L., A, B., R, R., S, S., GL, B., I, S., AM, H., S, E., A, M., CA, H., A, F., & T, P. (2025). Comparing large language models and text embedding models for automated classification of textual, semantic, and critical changes in radiology reports.. European journal of radiology. https://doi.org/10.1016/j.ejrad.2025.112316

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