Machine learning models to predict disease progression among veterans with hepatitis C virus

• Monica A. Konerman,

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

  Affiliation Michigan Medicine, Department of Internal Medicine, Division of Gastroenterology and Hepatology, Ann Arbor, Michigan, United States of America

  http://orcid.org/0000-0002-8381-6149

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• Lauren A. Beste,

  Roles Conceptualization, Data curation, Funding acquisition, Writing – original draft, Writing – review & editing

  Affiliation Department of Medicine, Veterans Affairs Puget Sound Healthcare System and University of Washington, Seattle, WA, United States of America

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• Tony Van,

  Roles Data curation, Formal analysis, Methodology, Writing – review & editing

  Affiliation VA Ann Arbor Health Services Research and Development Center of Clinical Management Research, Ann Arbor, Michigan, United States of America

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• Boang Liu,

  Roles Formal analysis, Methodology, Writing – review & editing

  Affiliation Department of Statistics, University of Michigan, Ann Arbor, MI, United States of America

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• Xuefei Zhang,

  Roles Formal analysis, Methodology, Writing – review & editing

  Affiliation Department of Statistics, University of Michigan, Ann Arbor, MI, United States of America

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• Ji Zhu,

  Roles Formal analysis, Methodology, Writing – review & editing

  Affiliation Department of Statistics, University of Michigan, Ann Arbor, MI, United States of America

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• Sameer D. Saini,

  Roles Conceptualization, Funding acquisition, Writing – review & editing

  Affiliations Michigan Medicine, Department of Internal Medicine, Division of Gastroenterology and Hepatology, Ann Arbor, Michigan, United States of America, VA Ann Arbor Health Services Research and Development Center of Clinical Management Research, Ann Arbor, Michigan, United States of America

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• Grace L. Su,

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

  Affiliations Michigan Medicine, Department of Internal Medicine, Division of Gastroenterology and Hepatology, Ann Arbor, Michigan, United States of America, VA Ann Arbor Health Services Research and Development Center of Clinical Management Research, Ann Arbor, Michigan, United States of America

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• Brahmajee K. Nallamothu,

  Roles Formal analysis, Writing – review & editing

  Affiliations Michigan Medicine, Department of Internal Medicine, Division of Cardiology, Ann Arbor, Michigan, United States of America, Michigan Integrated Center for Health Analytics and Medical Prediction (MiCHAMP), Ann Arbor, MI, United States of America

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• George N. Ioannou,

  Roles Conceptualization, Data curation, Funding acquisition, Writing – original draft, Writing – review & editing

  Affiliations Division of Gastroenterology, Department of Medicine, University of Washington, Seattle, WA, United States of America, Division of Gastroenterology, Department of Medicine, Veterans Affairs Puget Sound Healthcare System, Seattle, WA, United States of America

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• Akbar K. Waljee

  Roles Conceptualization, Funding acquisition, Methodology, Writing – original draft, Writing – review & editing

  * E-mail: awaljee@med.umich.edu

  Affiliations Michigan Medicine, Department of Internal Medicine, Division of Gastroenterology and Hepatology, Ann Arbor, Michigan, United States of America, VA Ann Arbor Health Services Research and Development Center of Clinical Management Research, Ann Arbor, Michigan, United States of America, Michigan Integrated Center for Health Analytics and Medical Prediction (MiCHAMP), Ann Arbor, MI, United States of America

  http://orcid.org/0000-0003-1964-8790

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