Unsupervised learning using EHR and census data to identify distinct subphenotypes of newly diagnosed hypertension patients

• Jaclyn M. Hall ,

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

  * E-mail: jaclynha@ufl.edu

  Affiliation Department of Health Outcomes & Biomedical Informatics, University of Florida, Gainesville, Florida, United States of America

  https://orcid.org/0000-0002-5289-5585

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• Jie Xu,

  Roles Formal analysis, Methodology, Validation, Writing – original draft

  Affiliation Department of Health Outcomes & Biomedical Informatics, University of Florida, Gainesville, Florida, United States of America

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• Marta G. Walsh,

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

  Affiliation Department of Pharmaceutical Outcomes & Policy, University of Florida, Gainesville, Florida, United States of America

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• Hee-Deok Cho,

  Roles Data curation, Formal analysis, Investigation, Methodology, Visualization

  Affiliation Department of Health Outcomes & Biomedical Informatics, University of Florida, Gainesville, Florida, United States of America

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• Grant Harrell,

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

  Affiliation Department of Community Health & Family Medicine, University of Florida, Gainesville, Florida, United States of America

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• Shailina A. Keshwani,

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

  Affiliation Department of Pharmaceutical Outcomes & Policy, University of Florida, Gainesville, Florida, United States of America

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• Steven M. Smith,

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

  Affiliations Department of Pharmaceutical Outcomes & Policy, University of Florida, Gainesville, Florida, United States of America, Division of Cardiovascular Medicine, Department of Medicine, University of Florida, Gainesville, Florida, United States of America

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• Stephanie A. S. Staras

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

  Affiliation Department of Health Outcomes & Biomedical Informatics, University of Florida, Gainesville, Florida, United States of America

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