Development and validation of an interpretable longitudinal preeclampsia risk prediction using machine learning

• Braden W. Eberhard,

  Roles Formal analysis, Investigation, Methodology, Software, Validation, Writing – original draft, Writing – review & editing

  Affiliation Department of Anesthesiology, Perioperative and Pain Medicine, Brigham and Women’s Hospital, Harvard Medical School, Boston, Massachusetts, United States of America

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• Raphael Y. Cohen,

  Roles Conceptualization, Data curation, Investigation, Software, Writing – review & editing

  Affiliations Department of Anesthesiology, Perioperative and Pain Medicine, Brigham and Women’s Hospital, Harvard Medical School, Boston, Massachusetts, United States of America, Health Data Analytics Institute, Dedham, Massachusetts, United States of America

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• Nolan Wheeler,

  Roles Data curation, Methodology, Software, Writing – review & editing

  Affiliation Department of Anesthesiology, Perioperative and Pain Medicine, Brigham and Women’s Hospital, Harvard Medical School, Boston, Massachusetts, United States of America

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• Ricardo Kleinlein,

  Roles Data curation, Formal analysis, Methodology, Software, Writing – review & editing

  Affiliation Department of Anesthesiology, Perioperative and Pain Medicine, Brigham and Women’s Hospital, Harvard Medical School, Boston, Massachusetts, United States of America

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• John Rigoni,

  Roles Data curation, Methodology, Software, Writing – review & editing

  Affiliation Department of Anesthesiology, Perioperative and Pain Medicine, Brigham and Women’s Hospital, Harvard Medical School, Boston, Massachusetts, United States of America

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• David W. Bates,

  Roles Conceptualization, Investigation, Writing – review & editing

  Affiliations Division of General Internal Medicine and Primary Care, Brigham and Women’s Hospital, Boston, Massachusetts, United States of America, Department of Health Care Policy and Management, Harvard T. H. Chan School of Public Health, Boston, Massachusetts, United States of America

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• Kathryn J. Gray ,

  Contributed equally to this work with: Kathryn J. Gray, Vesela P. Kovacheva

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

  * E-mail: kgray5@uw.edu (KJG); vkovacheva@bwh.harvard.edu (VPK).

  Affiliation Department of Obstetrics and Gynecology, University of Washington, Seattle, Washington, United States of America

  https://orcid.org/0000-0002-3541-3724

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• Vesela P. Kovacheva

  Contributed equally to this work with: Kathryn J. Gray, Vesela P. Kovacheva

  Roles Conceptualization, Funding acquisition, Methodology, Project administration, Supervision, Writing – original draft, Writing – review & editing

  * E-mail: kgray5@uw.edu (KJG); vkovacheva@bwh.harvard.edu (VPK).

  Affiliation Department of Anesthesiology, Perioperative and Pain Medicine, Brigham and Women’s Hospital, Harvard Medical School, Boston, Massachusetts, United States of America

  https://orcid.org/0000-0001-7367-3394

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