ICD-10 based machine learning models outperform the Trauma and Injury Severity Score (TRISS) in survival prediction

• Zachary Tran,

  Roles Conceptualization, Data curation, Formal analysis, Investigation, Methodology, Project administration, Resources, Software, Validation, Visualization, Writing – original draft, Writing – review & editing

  Affiliations Cardiovascular Outcomes Research Laboratories (CORELAB), David Geffen School of Medicine, University of California, Los Angeles, California, United States of America, Division of Acute Care Surgery, Department of Surgery, Loma Linda University Medical Center, Loma Linda, California, United States of America

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• Arjun Verma,

  Roles Conceptualization, Data curation, Formal analysis, Investigation, Methodology, Software, Validation, Writing – original draft, Writing – review & editing

  Affiliation Cardiovascular Outcomes Research Laboratories (CORELAB), David Geffen School of Medicine, University of California, Los Angeles, California, United States of America

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• Taylor Wurdeman,

  Roles Formal analysis, Methodology, Writing – original draft, Writing – review & editing

  Affiliation Division of Acute Care Surgery, Department of Surgery, Loma Linda University Medical Center, Loma Linda, California, United States of America

  https://orcid.org/0000-0002-1806-9263

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• Sigrid Burruss,

  Roles Conceptualization, Investigation, Methodology, Supervision, Writing – original draft, Writing – review & editing

  Affiliation Division of Acute Care Surgery, Department of Surgery, Loma Linda University Medical Center, Loma Linda, California, United States of America

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• Kaushik Mukherjee,

  Roles Conceptualization, Data curation, Investigation, Project administration, Supervision, Writing – original draft, Writing – review & editing

  Affiliation Division of Acute Care Surgery, Department of Surgery, Loma Linda University Medical Center, Loma Linda, California, United States of America

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• Peyman Benharash

  Roles Conceptualization, Data curation, Investigation, Project administration, Resources, Software, Supervision, Writing – original draft, Writing – review & editing

  * E-mail: Pbenharash@mednet.ucla.edu

  Affiliation Cardiovascular Outcomes Research Laboratories (CORELAB), David Geffen School of Medicine, University of California, Los Angeles, California, United States of America

  https://orcid.org/0000-0002-4705-0262

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