Machine learning liver-injuring drug interactions with non-steroidal anti-inflammatory drugs (NSAIDs) from a retrospective electronic health record (EHR) cohort

• Arghya Datta ,

  Contributed equally to this work with: Arghya Datta, Noah R. Flynn

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

  Affiliation Department of Computer Science and Engineering, Washington University in Saint Louis, Saint Louis, Missouri, United States of America

  https://orcid.org/0000-0003-3543-3829

  ⨯
• Noah R. Flynn ,

  Contributed equally to this work with: Arghya Datta, Noah R. Flynn

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

  Affiliation Department of Pathology and Immunology, Washington University School of Medicine, Saint Louis, Missouri, United States of America

  https://orcid.org/0000-0002-8542-8887

  ⨯
• Dustyn A. Barnette,

  Roles Validation

  Affiliation Department of Biochemistry and Molecular Biology, University of Arkansas for Medical Sciences, Little Rock, Arkansas, United States of America

  https://orcid.org/0000-0001-5048-2982

  ⨯
• Keith F. Woeltje,

  Roles Data curation

  Affiliations Department of Internal Medicine, Washington University School of Medicine, Saint Louis, Missouri, United States of America, Center for Clinical Excellence at BJC HealthCare, Saint Louis, Missouri, United States of America

  https://orcid.org/0000-0002-6385-3970

  ⨯
• Grover P. Miller,

  Roles Funding acquisition, Validation, Writing – review & editing

  Affiliation Department of Biochemistry and Molecular Biology, University of Arkansas for Medical Sciences, Little Rock, Arkansas, United States of America

  ⨯
• S. Joshua Swamidass

  Roles Conceptualization, Funding acquisition, Project administration, Supervision, Writing – review & editing

  * E-mail: swamidass@wustl.edu

  Affiliation Department of Pathology and Immunology, Washington University School of Medicine, Saint Louis, Missouri, United States of America

  ⨯