Advancing trauma scoring through large language models: automated estimation of injury severity.

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Bibliographic Details
Title: Advancing trauma scoring through large language models: automated estimation of injury severity.
Authors: Ouyang CH; Department of Trauma and Emergency Surgery, Chang Gung Memorial Hospital, Chang Gung University, 5, Fu-Xin Street, Kweishan district, Taoyuan City, Taiwan., Chen CC; Department of Physical Medicine and Rehabilitation, Chang Gung Memorial Hospital, Chang Gung University, Taoyuan, Taiwan., Liao PC; Chien-Kuo Senior High School, Taipei, Taiwan., Fang KY; School of Medicine, Chang Gung University, Taoyuan, Taiwan., Jow A; Westview High School, San Diego, USA., Lin YJ; Department of Artificial Intelligence, Chang Gung University, Taoyuan, Taiwan., Cheng CT; Department of Trauma and Emergency Surgery, Chang Gung Memorial Hospital, Chang Gung University, 5, Fu-Xin Street, Kweishan district, Taoyuan City, Taiwan., Huang JF; Department of Trauma and Emergency Surgery, Chang Gung Memorial Hospital, Chang Gung University, 5, Fu-Xin Street, Kweishan district, Taoyuan City, Taiwan.; Division of Trauma and Emergency Surgery, Dali Branch, Jen-Ai Hospital, Taichung, Taiwan., Liao CH; Department of Trauma and Emergency Surgery, Chang Gung Memorial Hospital, Chang Gung University, 5, Fu-Xin Street, Kweishan district, Taoyuan City, Taiwan. surgymet@gmail.com., Catena F; Department of Medical and Surgical Sciences, Alma Mater Studiorum University of Bologna, Bologna, Italy.
Source: BMC emergency medicine [BMC Emerg Med] 2026 Mar 02; Vol. 26 (1). Date of Electronic Publication: 2026 Mar 02.
Publication Type: Journal Article
Journal Info: Publisher: BioMed Central Country of Publication: England NLM ID: 100968543 Publication Model: Electronic Cited Medium: Internet ISSN: 1471-227X (Electronic) Linking ISSN: 1471227X NLM ISO Abbreviation: BMC Emerg Med Subsets: MEDLINE
Database: MEDLINE Ultimate
Description
ISSN:1471-227X
DOI:10.1186/s12873-026-01512-z