Large Language Model Capabilities in Perioperative Risk Prediction and Prognostication

IMPORTANCE: General-domain large language models may be able to perform risk stratification and predict postoperative outcome measures using a description of the procedure and a patient’s electronic health record notes. OBJECTIVE: To examine predictive performance on 8 different tasks: prediction of...

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Veröffentlicht in:	Archives of surgery (Chicago. 1960) 2024-08, Vol.159 (8), p.928-937
Hauptverfasser:	Chung, Philip, Fong, Christine T, Walters, Andrew M, Aghaeepour, Nima, Yetisgen, Meliha, O’Reilly-Shah, Vikas N
Format:	Artikel
Sprache:	eng
Schlagworte:	Aged Data analysis Electronic Health Records Female Hospital Mortality Humans Intensive Care Units Large language models Male Middle Aged Postoperative period Prognosis Retrospective Studies Risk Assessment - methods
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