Accurate, fair, and generalisable scaling of injury severity score-based AI with demographics in terms of mortality in patients with trauma: multi-centre, multi-national retrospective cohort study.

Saved in:
Bibliographic Details
Title: Accurate, fair, and generalisable scaling of injury severity score-based AI with demographics in terms of mortality in patients with trauma: multi-centre, multi-national retrospective cohort study.
Authors: Choi Y; Department of Biomedical Engineering, Kyung Hee University, Yongin, Republic of Korea., Seok J; Department of Thoracic and Cardiovascular Surgery, Chungbuk National University Hospital, Cheongju, Republic of Korea; Department of Thoracic and Cardiovascular Surgery, Chungbuk National University, College of Medicine, Cheongju, Republic of Korea., Young-Chul Oh T; Trauma Service, Westmead Hospital, University of Sydney, NSW, Australia., Hsu J; Trauma Service, Westmead Hospital, University of Sydney, NSW, Australia., Kim DW; Department of Thoracic and Cardiovascular Surgery, Chonnam National University Hospital and Chonnam National University Medical School, Gwangju, Republic of Korea., Yu B; Department of Traumatology, Gachon University College of Medicine, Incheon, Republic of Korea; Department of Trauma Surgery, Gachon University Gil Medical Center, Incheon, Republic of Korea., Cho J; Department of Trauma Surgery, Gachon University Gil Medical Center, Incheon, Republic of Korea., Jang W; Department of Biomedical Engineering, Kyung Hee University, Yongin, Republic of Korea., Kim J; Department of Biomedical Engineering, Kyung Hee University, Yongin, Republic of Korea., Oh NE; Department of Biomedical Engineering, Kyung Hee University, Yongin, Republic of Korea., Ahn J; Department of Biomedical Engineering, Kyung Hee University, Yongin, Republic of Korea., Femia RJ; Ronald O. Perelman Department of Emergency Medicine, New York University Grossman School of Medicine, New York, NY, USA., Testa PA; Ronald O. Perelman Department of Emergency Medicine, New York University Grossman School of Medicine, New York, NY, USA., Yon DK; Centre for Digital Health, Medical Science Research Institute, Kyung Hee University College of Medicine, Seoul, South Korea; Department of Precision Medicine, Kyung Hee University College of Medicine, Seoul, South Korea., Sodickson DK; Department of Radiology, Bernard and Irene Schwartz Centre for Biomedical Imaging, New York University Grossman School of Medicine, New York, NY, USA; Centre for Advanced Imaging Innovation and Research (CAI2R), Department of Radiology, New York University Grossman School of Medicine, New York, NY, USA., Kang WS; Department of Traumatology, Gachon University College of Medicine, Incheon, Republic of Korea; Department of Trauma Surgery, Gachon University Gil Medical Center, Incheon, Republic of Korea; Department of Trauma Surgery, Jeju Regional Trauma Centre, Cheju Halla General Hospital, Jeju, Republic of Korea. Electronic address: wuseongkang@gachon.ac.kr., Lee J; Department of Biomedical Engineering, Kyung Hee University, Yongin, Republic of Korea. Electronic address: gonasago@khu.ac.kr.
Source: EBioMedicine [EBioMedicine] 2026 Apr; Vol. 126, pp. 106206. Date of Electronic Publication: 2026 Mar 13.
Publication Type: Journal Article; Multicenter Study
Journal Info: Publisher: Elsevier B.V Country of Publication: Netherlands NLM ID: 101647039 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 2352-3964 (Electronic) Linking ISSN: 23523964 NLM ISO Abbreviation: EBioMedicine Subsets: MEDLINE
Database: MEDLINE Ultimate
Description
ISSN:2352-3964
DOI:10.1016/j.ebiom.2026.106206