Machine learning-based modeling of acute respiratory failure following emergency general surgery operations

• Joseph Hadaya,

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

  Affiliation Cardiovascular Outcomes Research Laboratories, Division of Cardiac Surgery, David Geffen School of Medicine, University of California, Los Angeles, California, United States of America

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• Arjun Verma,

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

  Affiliation Cardiovascular Outcomes Research Laboratories, Division of Cardiac Surgery, David Geffen School of Medicine, University of California, Los Angeles, California, United States of America

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• Yas Sanaiha,

  Roles Formal analysis, Investigation, Methodology, Validation, Visualization, Writing – review & editing

  Affiliation Cardiovascular Outcomes Research Laboratories, Division of Cardiac Surgery, David Geffen School of Medicine, University of California, Los Angeles, California, United States of America

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• Ramin Ramezani,

  Roles Conceptualization, Formal analysis, Investigation, Methodology, Supervision, Validation, Writing – review & editing

  Affiliation Department of Computer Science, University of California, Los Angeles, California, United States of America

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• Nida Qadir,

  Roles Conceptualization, Investigation, Supervision, Validation, Writing – review & editing

  Affiliation Division of Pulmonary and Critical Care Medicine, David Geffen School of Medicine, University of California, Los Angeles, California, United States of America

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• Peyman Benharash

  Roles Conceptualization, Formal analysis, Investigation, Methodology, Project administration, Supervision, Validation, Writing – review & editing

  * E-mail: Pbenharash@mednet.ucla.edu

  Affiliation Cardiovascular Outcomes Research Laboratories, Division of Cardiac Surgery, David Geffen School of Medicine, University of California, Los Angeles, California, United States of America

  https://orcid.org/0000-0002-4705-0262

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