Identification of suicidal behavior among psychiatrically hospitalized adolescents using natural language processing and machine learning of electronic health records

• Nicholas J. Carson ,

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

  * E-mail: ncarson@cha.harvard.edu

  Affiliations Health Equity Research Lab, Cambridge Health Alliance, Cambridge, MA, United States of America, Department of Psychiatry, Harvard Medical School, Boston, MA, United States of America

  http://orcid.org/0000-0002-4601-8279

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• Brian Mullin,

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

  Affiliation Health Equity Research Lab, Cambridge Health Alliance, Cambridge, MA, United States of America

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• Maria Jose Sanchez,

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

  Affiliations Health Equity Research Lab, Cambridge Health Alliance, Cambridge, MA, United States of America, Prevention and Community Health Department, Milken School of Public Health, George Washington University, Washington, D.C., United States of America

  http://orcid.org/0000-0001-8551-1368

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• Frederick Lu,

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

  Affiliation Health Equity Research Lab, Cambridge Health Alliance, Cambridge, MA, United States of America

  http://orcid.org/0000-0002-9884-8231

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• Kelly Yang,

  Roles Conceptualization, Writing – review & editing

  Affiliations Health Equity Research Lab, Cambridge Health Alliance, Cambridge, MA, United States of America, Department of Psychiatry, Albert Einstein College of Medicine, Bronx, NY, United States of America

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• Michelle Menezes,

  Roles Conceptualization, Writing – review & editing

  Affiliations Health Equity Research Lab, Cambridge Health Alliance, Cambridge, MA, United States of America, University of Virginia, Charlottesville, VA, United States of America

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• Benjamin Lê Cook

  Roles Conceptualization, Formal analysis, Funding acquisition, Investigation, Methodology, Project administration, Resources, Supervision, Validation, Writing – original draft, Writing – review & editing

  Affiliations Health Equity Research Lab, Cambridge Health Alliance, Cambridge, MA, United States of America, Department of Psychiatry, Harvard Medical School, Boston, MA, United States of America

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