Machine learning models for early sepsis recognition in the neonatal intensive care unit using readily available electronic health record data

• Aaron J. Masino ,

  Roles Conceptualization, Formal analysis, Funding acquisition, Investigation, Methodology, Software, Visualization, Writing – original draft

  * E-mail: masinoa@email.chop.edu

  Affiliations Department of Anesthesiology and Critical Care, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, Pennsylvania, United States of America, Department of Biomedical and Health Informatics, Children’s Hospital of Philadelphia, Philadelphia, Pennsylvania, United States of America

  http://orcid.org/0000-0002-2684-0548

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• Mary Catherine Harris,

  Roles Conceptualization, Funding acquisition, Investigation, Writing – original draft

  Affiliations Department of Pediatrics, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, Pennsylvania, United States of America, Department of Pediatrics, Children’s Hospital of Philadelphia, Philadelphia, PA, United States of America

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• Daniel Forsyth,

  Roles Software, Writing – review & editing

  Affiliation Department of Biomedical and Health Informatics, Children’s Hospital of Philadelphia, Philadelphia, Pennsylvania, United States of America

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• Svetlana Ostapenko,

  Roles Data curation, Writing – review & editing

  Affiliation Department of Biomedical and Health Informatics, Children’s Hospital of Philadelphia, Philadelphia, Pennsylvania, United States of America

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• Lakshmi Srinivasan,

  Roles Validation, Writing – review & editing

  Affiliations Department of Pediatrics, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, Pennsylvania, United States of America, Department of Pediatrics, Children’s Hospital of Philadelphia, Philadelphia, PA, United States of America

  http://orcid.org/0000-0002-6786-9523

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• Christopher P. Bonafide,

  Roles Methodology, Writing – review & editing

  Affiliations Department of Pediatrics, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, Pennsylvania, United States of America, Center for Pediatric Clinical Effectiveness, Children’s Hospital of Philadelphia, Philadelphia, PA, United States of America

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• Fran Balamuth,

  Roles Methodology, Writing – review & editing

  Affiliations Department of Pediatrics, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, Pennsylvania, United States of America, Center for Pediatric Clinical Effectiveness, Children’s Hospital of Philadelphia, Philadelphia, PA, United States of America

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• Melissa Schmatz,

  Roles Data curation, Writing – review & editing

  Affiliation Department of Pediatrics, Children’s Hospital of Philadelphia, Philadelphia, PA, United States of America

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• Robert W. Grundmeier

  Roles Conceptualization, Funding acquisition, Investigation, Methodology, Project administration, Software, Writing – original draft

  Affiliations Department of Biomedical and Health Informatics, Children’s Hospital of Philadelphia, Philadelphia, Pennsylvania, United States of America, Department of Pediatrics, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, Pennsylvania, United States of America, Center for Pediatric Clinical Effectiveness, Children’s Hospital of Philadelphia, Philadelphia, PA, United States of America

  http://orcid.org/0000-0002-8290-5588

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