A machine learning-based prediction of hospital mortality in mechanically ventilated ICU patients

• Hexin Li,

  Roles Conceptualization, Data curation, Software, Validation, Visualization, Writing – original draft

  Affiliation Department of Industrial and Systems Engineering, University of Southern California (USC), Los Angeles, CA, United States of America

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• Negin Ashrafi,

  Roles Conceptualization, Methodology, Project administration, Software, Supervision, Validation, Visualization, Writing – original draft, Writing – review & editing

  Affiliation Department of Industrial and Systems Engineering, University of Southern California (USC), Los Angeles, CA, United States of America

  https://orcid.org/0009-0003-8414-2996

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• Chris Kang,

  Roles Data curation, Software, Writing – original draft

  Affiliation Department of Industrial and Systems Engineering, University of Southern California (USC), Los Angeles, CA, United States of America

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• Guanlan Zhao,

  Roles Data curation, Software, Writing – original draft

  Affiliation Department of Industrial and Systems Engineering, University of Southern California (USC), Los Angeles, CA, United States of America

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• Yubing Chen,

  Roles Data curation, Writing – original draft

  Affiliation Department of Industrial and Systems Engineering, University of Southern California (USC), Los Angeles, CA, United States of America

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• Maryam Pishgar

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

  * E-mail: pishgar@usc.edu

  Affiliation Department of Industrial and Systems Engineering, University of Southern California (USC), Los Angeles, CA, United States of America

  https://orcid.org/0009-0003-7159-3245

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