Waldo: Automated discovery of adverse events from unstructured self reports

• Karan S. Desai,

  Roles Conceptualization, Investigation, Visualization, Writing – original draft, Writing – review & editing

  Affiliation University of Michigan Medical School, University of Michigan, Ann Arbor, Michigan, United States of America

  https://orcid.org/0000-0002-0515-125X

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• Vijay M. Tiyyala,

  Roles Data curation, Formal analysis, Methodology, Visualization

  Affiliation Department of Computer Science, Johns Hopkins University, Baltimore, Maryland, United States of America

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• Pranav Tiyyala,

  Roles Visualization, Writing – review & editing

  Affiliation All India Institute of Medical Sciences, Bhubaneswar, India

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• Atharva Yeola,

  Roles Conceptualization, Formal analysis, Validation, Visualization

  Affiliations Department of Electrical & Computer Engineering, University of California San Diego, La Jolla, California, United States of America, The Qualcomm Institute, University of California San Diego, La Jolla, California, United States of America

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• Alejandra Gallegos-Rangel,

  Roles Data curation, Validation

  Affiliations The Qualcomm Institute, University of California San Diego, La Jolla, California, United States of America, ENLACE Summer Research Program, University of California San Diego, La Jolla, California, United States of America

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• Alejandro Montiel-Torres,

  Roles Formal analysis, Validation

  Affiliations The Qualcomm Institute, University of California San Diego, La Jolla, California, United States of America, ENLACE Summer Research Program, University of California San Diego, La Jolla, California, United States of America

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• Matthew R. Allen,

  Roles Conceptualization, Writing – review & editing

  Affiliations School of Medicine, University of California San Diego, La Jolla, California, United States of America, Altman Clinical Translational Research Institute, University of California San Diego, La Jolla, California, United States of America

  https://orcid.org/0009-0003-6372-9405

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• Mark Dredze,

  Roles Formal analysis, Software, Validation, Visualization, Writing – review & editing

  Affiliation Department of Computer Science, Johns Hopkins University, Baltimore, Maryland, United States of America

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• Ryan G. Vandrey,

  Roles Writing – review & editing

  Affiliation Department of Psychiatry and Behavioral Sciences, School of Medicine, Johns Hopkins University, Baltimore, Maryland, United States of America

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• Johannes Thrul,

  Roles Writing – review & editing

  Affiliation Department of Mental Health, School of Public Health, Johns Hopkins University, Baltimore, Maryland, United States of America

  https://orcid.org/0000-0001-8929-9579

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• Eric C. Leas,

  Roles Conceptualization, Data curation, Methodology, Visualization, Writing – review & editing

  Affiliations The Qualcomm Institute, University of California San Diego, La Jolla, California, United States of America, Herbert Wertheim School of Public Health and Human Longevity Science, University of California San Diego, La Jolla, California, United States of America

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• Mike Hogarth,

  Roles Conceptualization, Writing – review & editing

  Affiliations Altman Clinical Translational Research Institute, University of California San Diego, La Jolla, California, United States of America, Division of Biomedical Informatics, Department of Medicine, University of California San Diego, La Jolla, California, United States of America

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• Davey M. Smith,

  Roles Conceptualization, Methodology, Writing – review & editing

  Affiliations Altman Clinical Translational Research Institute, University of California San Diego, La Jolla, California, United States of America, Division of Infectious Diseases and Global Public Health, Department of Medicine, University of California San Diego, La Jolla, California, United States of America

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• John W. Ayers

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

  * E-mail: ayers.john.w@gmail.com

  Affiliations The Qualcomm Institute, University of California San Diego, La Jolla, California, United States of America, Altman Clinical Translational Research Institute, University of California San Diego, La Jolla, California, United States of America, Division of Infectious Diseases and Global Public Health, Department of Medicine, University of California San Diego, La Jolla, California, United States of America

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