Machine learning for patient risk stratification for acute respiratory distress syndrome

• Daniel Zeiberg ,

  Contributed equally to this work with: Daniel Zeiberg, Tejas Prahlad

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

  Affiliation Computer Science and Engineering, University of Michigan, Ann Arbor, MI, United States of America

  http://orcid.org/0000-0002-6919-7572

  ⨯
• Tejas Prahlad ,

  Contributed equally to this work with: Daniel Zeiberg, Tejas Prahlad

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

  Affiliation Computer Science and Engineering, University of Michigan, Ann Arbor, MI, United States of America

  ⨯
• Brahmajee K. Nallamothu,

  Roles Conceptualization, Methodology, Resources, Writing – review & editing

  Affiliations Department of Internal Medicine, University of Michigan, Ann Arbor, MI, United States of America, Institute for Healthcare Policy & Innovation, University of Michigan, Ann Arbor, MI, United States of America, VA Center for Clinical Management Research, US Department of Veterans Affairs, Ann Arbor, MI, United States of America, Michigan Integrated Center for Health Analytics and Medical Prediction, University of Michigan, Ann Arbor, MI, United States of America

  ⨯
• Theodore J. Iwashyna,

  Roles Conceptualization, Data curation, Methodology, Resources, Writing – review & editing

  Affiliations Department of Internal Medicine, University of Michigan, Ann Arbor, MI, United States of America, Institute for Healthcare Policy & Innovation, University of Michigan, Ann Arbor, MI, United States of America, VA Center for Clinical Management Research, US Department of Veterans Affairs, Ann Arbor, MI, United States of America, Michigan Integrated Center for Health Analytics and Medical Prediction, University of Michigan, Ann Arbor, MI, United States of America, Institute for Social Research, University of Michigan, Ann Arbor, MI, United States of America

  ⨯
• Jenna Wiens ,

  Roles Conceptualization, Formal analysis, Resources, Supervision, Validation, Writing – original draft, Writing – review & editing

  ¶‡ These authors also contributed equally to this work.

  Affiliations Computer Science and Engineering, University of Michigan, Ann Arbor, MI, United States of America, Michigan Integrated Center for Health Analytics and Medical Prediction, University of Michigan, Ann Arbor, MI, United States of America

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• Michael W. Sjoding

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

  * E-mail: msjoding@umich.edu

  ¶‡ These authors also contributed equally to this work.

  Affiliations Department of Internal Medicine, University of Michigan, Ann Arbor, MI, United States of America, Institute for Healthcare Policy & Innovation, University of Michigan, Ann Arbor, MI, United States of America, Michigan Integrated Center for Health Analytics and Medical Prediction, University of Michigan, Ann Arbor, MI, United States of America, Center for Computational Medicine and Bioinformatics, University of Michigan, Ann Arbor, MI, United States of America

  http://orcid.org/0000-0002-0535-9659

  ⨯