Using the National Trauma Data Bank (NTDB) and machine learning to predict trauma patient mortality at admission

• Evan J. Tsiklidis,

  Roles Formal analysis, Investigation, Methodology, Software, Validation, Visualization, Writing – original draft, Writing – review & editing

  Affiliation Department of Chemical and Biomolecular Engineering, Institute for Medicine and Engineering, University of Pennsylvania, Philadelphia, Pennsylvania, United States of America

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• Carrie Sims,

  Roles Project administration, Supervision, Writing – review & editing

  Affiliation Department of Trauma Surgery, University of Pennsylvania, Philadelphia, Pennsylvania, United States of America

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• Talid Sinno,

  Roles Conceptualization, Methodology, Supervision, Validation, Visualization, Writing – review & editing

  Affiliation Department of Chemical and Biomolecular Engineering, Institute for Medicine and Engineering, University of Pennsylvania, Philadelphia, Pennsylvania, United States of America

  https://orcid.org/0000-0003-2489-1613

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• Scott L. Diamond

  Roles Conceptualization, Project administration, Resources, Supervision, Validation, Writing – review & editing

  * E-mail: sld@seas.upenn.edu

  Affiliation Department of Chemical and Biomolecular Engineering, Institute for Medicine and Engineering, University of Pennsylvania, Philadelphia, Pennsylvania, United States of America

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