Automated detection and prediction of suicidal behavior from clinical notes using deep learning

• Brian E. Bunnell ,

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

  * E-mail: bbunnell@usf.edu

  Affiliation Department of Psychiatry and Behavioral Neurosciences, Morsani College of Medicine, University of South Florida, Tampa, Florida, United States of America

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• Athanasios Tsalatsanis,

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

  Affiliation Research Methodology and Biostatistics Core, Office of Research, Morsani College of Medicine, University of South Florida, Tampa, Florida, United States of America

  https://orcid.org/0000-0003-3818-8283

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• Chaitanya Chaphalkar,

  Roles Data curation, Methodology, Writing – review & editing

  Affiliation Research Methodology and Biostatistics Core, Office of Research, Morsani College of Medicine, University of South Florida, Tampa, Florida, United States of America

  https://orcid.org/0009-0003-5166-7606

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• Sara Robinson,

  Roles Data curation, Methodology, Writing – review & editing

  Affiliation Department of Psychiatry and Behavioral Neurosciences, Morsani College of Medicine, University of South Florida, Tampa, Florida, United States of America

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• Sierra Klein,

  Roles Data curation, Methodology, Writing – review & editing

  Affiliation Department of Psychiatry and Behavioral Neurosciences, Morsani College of Medicine, University of South Florida, Tampa, Florida, United States of America

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• Sarah Cool,

  Roles Data curation, Methodology, Writing – review & editing

  Affiliation Department of Psychiatry and Behavioral Neurosciences, Morsani College of Medicine, University of South Florida, Tampa, Florida, United States of America

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• Elizabeth Szwast,

  Roles Data curation, Methodology, Project administration, Writing – review & editing

  Affiliation Biomedical Informatics Center, Medical University of South Carolina, Charleston, South Carolina, United States of America

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• Paul M. Heider,

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

  Affiliations Biomedical Informatics Center, Medical University of South Carolina, Charleston, South Carolina, United States of America, Department of Public Health Sciences, Medical University of South Carolina, Charleston, South Carolina, United States of America

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• Bethany J. Wolf,

  Roles Data curation, Methodology, Writing – review & editing

  Affiliation Biomedical Informatics Center, Medical University of South Carolina, Charleston, South Carolina, United States of America

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• Jihad S. Obeid

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

  Affiliations Biomedical Informatics Center, Medical University of South Carolina, Charleston, South Carolina, United States of America, Department of Public Health Sciences, Medical University of South Carolina, Charleston, South Carolina, United States of America

  https://orcid.org/0000-0002-7193-7779

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