Predicting incident cardiovascular disease among African-American adults: A deep learning approach to evaluate social determinants of health in the Jackson heart study

• Matthew C. Morris ,

  Contributed equally to this work with: Matthew C. Morris, Hamidreza Moradi

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

  * E-mail: matthew.c.morris@vumc.org

  Affiliations Department of Anesthesiology, Vanderbilt University Medical Center, Nashville, Tennessee, United States of America, Department of Psychiatry and Human Behavior, University of Mississippi Medical Center, Jackson, Mississippi, United States of America

  https://orcid.org/0000-0003-1670-4080

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• Hamidreza Moradi ,

  Contributed equally to this work with: Matthew C. Morris, Hamidreza Moradi

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

  Affiliations Department of Data Science, University of Mississippi Medical Center, Jackson, Mississippi, United States of America, Department of Computer Science, University of North Carolina Agricultural and Technical State University, Greensboro, North Carolina, United States of America

  https://orcid.org/0000-0003-4693-2914

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• Maryam Aslani,

  Roles Visualization, Writing – review & editing

  Affiliation Department of Data Analytics, University of North Texas, Denton, Texas, United States of America

  https://orcid.org/0000-0002-9972-6391

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• Mario Sims,

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

  Affiliation Department of Social Medicine, Population, and Public Health, University of California, Riverside, California, United States of America

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• David Schlundt,

  Roles Methodology, Writing – original draft, Writing – review & editing

  Affiliation Department of Psychology, Vanderbilt University, Nashville, Tennessee, United States of America

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• Chrystyna D. Kouros,

  Roles Writing – original draft, Writing – review & editing

  Affiliation Department of Psychology, Southern Methodist University, Dallas, Texas, United States of America

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• Burel Goodin,

  Roles Writing – review & editing

  Affiliations Department of Psychology, University of Alabama at Birmingham, Birmingham, Alabama, Texas, United States of America, Department of Anesthesiology, Washington University in St. Louis, St. Louis, Missouri, United States of America

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• Crystal Lim,

  Roles Writing – original draft, Writing – review & editing

  Affiliation Department of Health Psychology, University of Missouri, Columbia, Missouri, Texas, United States of America

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• Kerry Kinney

  Roles Writing – original draft, Writing – review & editing

  Affiliation Department of Psychology, Vanderbilt University, Nashville, Tennessee, United States of America

  https://orcid.org/0000-0003-4966-8362

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