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Disambiguation of acronyms in clinical narratives with large language models.

Amila KugicStefan SchulzMarkus Kreuzthaler
Published in: Journal of the American Medical Informatics Association : JAMIA (2024)
For English clinical narratives, acronym resolution by GPT-4 can be recommended to improve readability of clinical text by patients and professionals. For German and Portuguese, better models are needed. Llama models, which are particularly interesting for processing sensitive content on premise, cannot yet be recommended for acronym resolution.
Keyphrases
  • end stage renal disease
  • newly diagnosed
  • ejection fraction
  • prognostic factors