Machine learning methods to predict mechanical ventilation and mortality in patients with COVID-19

• Limin Yu ,

  Roles Conceptualization, Data curation, Formal analysis, Investigation, Methodology, Project administration, Software, Visualization, Writing – original draft, Writing – review & editing

  * E-mail: limin.yu@beaumont.edu

  Affiliation Department of Pathology, Beaumont Health System, Royal Oak, MI, United States of America

  https://orcid.org/0000-0001-5581-7462

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• Alexandra Halalau,

  Roles Investigation, Methodology, Resources

  Affiliation Department of Internal Medicine, Beaumont Health System, Royal Oak, MI, United States of America

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• Bhavinkumar Dalal,

  Roles Investigation, Writing – review & editing

  Affiliation Division of Pulmonary and Critical Care Medicine, Beaumont Health System, Royal Oak, MI, United States of America

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• Amr E. Abbas,

  Roles Methodology, Writing – review & editing

  Affiliation Department of Cardiovascular Medicine, Beaumont Health System, Royal Oak, MI, United States of America

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• Felicia Ivascu,

  Roles Methodology, Writing – review & editing

  Affiliation Department of General Surgery, Beaumont Health System, Royal Oak, MI, United States of America

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• Mitual Amin,

  Roles Project administration, Writing – review & editing

  Affiliation Department of Pathology, Beaumont Health System, Royal Oak, MI, United States of America

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• Girish B. Nair

  Roles Investigation, Project administration, Resources, Writing – original draft, Writing – review & editing

  Affiliation Division of Pulmonary and Critical Care Medicine, Beaumont Health System, Royal Oak, MI, United States of America

  https://orcid.org/0000-0002-9696-4263

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