Use of machine learning for early prediction of short-term mortality in veterans with metabolic dysfunction-associated steatotic liver disease

• Lewis J. Frey ,

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

  * E-mail: lewis.frey@health.slu.edu

  Affiliations Ralph H. Johnson VA Medical Center, Charleston, South Carolina, United States of America, Saint Louis University, St Louis, Missouri, United States of America

  https://orcid.org/0000-0003-2816-4309

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• Michael Fuchs,

  Roles Conceptualization, Writing – original draft, Writing – review & editing

  Affiliations Hunter Holmes McGuire VA Medical Center, Richmond, Virginia, United States of America, Virginia Commonwealth University, Richmond, Virginia, United States of America

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• Ralph C. Ward,

  Roles Conceptualization, Formal analysis, Writing – review & editing

  Affiliations Ralph H. Johnson VA Medical Center, Charleston, South Carolina, United States of America, Medical University of South Carolina, Charleston, South Carolina, United States of America

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• Mulugeta Gebregziabher,

  Roles Conceptualization, Writing – review & editing

  Affiliations Ralph H. Johnson VA Medical Center, Charleston, South Carolina, United States of America, Medical University of South Carolina, Charleston, South Carolina, United States of America

  https://orcid.org/0000-0002-4826-481X

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• Ahmad Basil Nasir,

  Roles Conceptualization, Project administration, Writing – original draft, Writing – review & editing

  Affiliation Saint Louis University, St Louis, Missouri, United States of America

  https://orcid.org/0000-0003-1588-303X

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• Yamini Natarajan,

  Roles Conceptualization, Writing – review & editing

  Affiliation Kelsey-Seybold Clinic, Houston, Texas, United States of America

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• Andrew Schreiner,

  Roles Conceptualization, Writing – review & editing

  Affiliation Medical University of South Carolina, Charleston, South Carolina, United States of America

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• Don C. Rockey,

  Roles Conceptualization, Writing – review & editing

  Affiliation Medical University of South Carolina, Charleston, South Carolina, United States of America

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• Wing-Kin Syn

  Roles Conceptualization, Formal analysis, Software, Writing – review & editing

  Affiliations Ralph H. Johnson VA Medical Center, Charleston, South Carolina, United States of America, Saint Louis University, St Louis, Missouri, United States of America, Medical University of South Carolina, Charleston, South Carolina, United States of America, Department of Physiology, Faculty of Medicine and Nursing, University of Basque Country UPV/EHU, Leioa, Vizcaya, Spain

  https://orcid.org/0000-0001-7966-0500

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