Comparative Analysis of Large Language Models and Machine Learning for ASA Classification Using Structured Electronic Health Record Data.

The American Society of Anesthesiologists Physical Status classification suffers from substantial inter-rater variability, compromising perioperative risk assessment. Large language models have demonstrated remarkable capabilities in medical text processing, but their application to anesthetic risk...

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Bibliographic Details

Published in:	Journal of Medical Systems Vol. 50; no. 1; pp. 1 - 13
Main Authors:	Ko, Shih-Yu, Huang, Ting-Yun, Huang, Ming-Siang, Lin, Yi-Hsuan, Su, Yung-Cheng, Chang, Yung-Chun
Format:	research tables/charts Journal Article
Published:	Springer Nature 4/29/2026
Online Access:	View this record in EBSCOhost