Improving Trauma Triage Accuracy with Large Language Models: A Comparison to Human Expert Decisions

20260 citationsJournal Article

Authors

Ascharya Kushidhan Balaji · Jacobs (United States)

Brendan T Fox · Jacobs (United States)

Philip Seger · Jacobs (United States)

Akhil Gorugantu · Jacobs (United States)

Andrew B. Nordin · Women & Children's Hospital of Buffalo

Tiffany Fabiano · Women & Children's Hospital of Buffalo

Gene Yang

Abstract

LLMs achieve triage accuracy comparable to trauma staff in retrospective review of pediatric trauma. Further validation is needed to assess clinical outcomes, generalizability, and user acceptance before widespread deployment.

Topics & Keywords

Trauma and Emergency Care Studies Emergency and Acute Care Studies Disaster Response and Management

Publication Details

Published in: Journal of the American College of Surgeons

DOI: 10.1097/xcs.0000000000001895

Field-Weighted Citation Impact: 0.00

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Improving Trauma Triage Accuracy with Large Language Models: A Comparison to Human Expert Decisions

Authors

Abstract

Topics & Keywords

Publication Details