Published on in Vol 9 (2025)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/67311, first published .
Application of the Bidirectional Encoder Representations from Transformers Model for Predicting the Abbreviated Injury Scale in Patients with Trauma: Algorithm Development and Validation Study

Application of the Bidirectional Encoder Representations from Transformers Model for Predicting the Abbreviated Injury Scale in Patients with Trauma: Algorithm Development and Validation Study

Application of the Bidirectional Encoder Representations from Transformers Model for Predicting the Abbreviated Injury Scale in Patients with Trauma: Algorithm Development and Validation Study

Jun Tang   1 * , MEng ;   Yang Li   2, 3 * , MD ;   Keyu Luo   4 , MD ;   Jiangyuan Lai   5 , BM ;   Xiang Yin   4 , MD ;   Dongdong Wu   1 , PhD

1 Department of Information, Daping Hospital, Army Medical University, Chongqing, China

2 Department of Emergency Medicine, Medical Center of Trauma and War Injury, Daping Hospital, Army Medical University, Chongqing, China

3 National Key Laboratory of Trauma and Chemical Poisoning, Chongqing, China

4 Department of Orthopedics, Daping Hospital, Army Medical University, Chongqing, China

5 Department of Traumatic Surgery, School of Basic Medicine, Army Medical University, Chongqing, China

*these authors contributed equally

Corresponding Author:

  • Dongdong Wu, PhD
  • Department of Information
  • Daping Hospital, Army Medical University
  • No.10 Daping Changjiang Branch Road, Yuzhong District
  • Chongqing 400042
  • China
  • Phone: 86 18302302369
  • Email: 604269346@qq.com