Natural language processing in critical care: opportunities, challenges, and future directions
- PMID: 39831996
- DOI: 10.1007/s00134-024-07776-y
Natural language processing in critical care: opportunities, challenges, and future directions
Conflict of interest statement
Declarations. Conflicts of interest: JGL reports grants from Science Foundation Ireland and Health Research Board Ireland to his institution, and consulting fees from Cellenkos.
References
-
- Chowdhary KR (2020) Natural language processing. In: Fundamentals of Artificial Intelligence. Springer India, New Delhi, pp. 603–649
-
- Urquhart E, Ryan J, Hartigan S, Nita C, Hanley C, Moran P, Bates J, Jooste R, Judge C, Laffey JG, Madden MG, McNicholas BA (2024) A pilot feasibility study comparing large language models in extracting key information from ICU patient text records from an Irish population. Intens Care Med Exp 12:71 - DOI
-
- Cadamuro J, Cabitza F, Debeljak Z, De Bruyne S, Frans G, Perez SM, Ozdemir H, Tolios A, Carobene A, Padoan A (2023) Potentials and pitfalls of ChatGPT and natural-language artificial intelligence models for the understanding of laboratory medicine test results. An assessment by the European Federation of Clinical Chemistry and Laboratory Medicine (EFLM) Working Group on Artificial Intelligence (WG-AI). Clin Chem Lab Med 61:1158–1166 - DOI - PubMed
-
- Jurafsky D, Martin JH (2024) Speech and language processing: an introduction to natural language processing, computational linguistics, and speech recognition with language models (3rd ed.). MIT Press
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