Severity Index for Suspected Arbovirus (SISA): Machine learning for accurate prediction of hospitalization in subjects suspected of arboviral infection

• Rachel Sippy ,

  Roles Conceptualization, Formal analysis, Methodology, Software, Supervision, Visualization, Writing – original draft, Writing – review & editing

  * E-mail: sippyr@upstate.edu(RS); astewart@dir.iai.int(AMSI)

  Affiliations Institute for Global Health and Translational Science, SUNY Upstate Medical University, Syracuse, New York, United States of America, Quantitative Disease Ecology and Conservation Lab, Department of Geography, University of Florida, Gainesville, Florida, United States of America, Emerging Pathogens Institute, University of Florida, Gainesville, Florida, United States of America

  http://orcid.org/0000-0003-3617-2093

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• Daniel F. Farrell,

  Roles Conceptualization, Data curation, Funding acquisition, Project administration, Writing – original draft, Writing – review & editing

  Current address: Penn Medicine Lancaster General Health Family and Community Residency Program, Lancaster General Health, Lancaster, Pennsylvania, United States of America

  Affiliation College of Medicine, MD Program, SUNY Upstate Medical University, Syracuse, New York, United States of America

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• Daniel A. Lichtenstein,

  Roles Data curation, Writing – original draft, Writing – review & editing

  Affiliation College of Medicine, MD Program, SUNY Upstate Medical University, Syracuse, New York, United States of America

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• Ryan Nightingale,

  Roles Data curation, Writing – original draft, Writing – review & editing

  Affiliation College of Medicine, MD Program, SUNY Upstate Medical University, Syracuse, New York, United States of America

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• Megan A. Harris,

  Roles Data curation, Writing – original draft, Writing – review & editing

  Affiliation College of Medicine, MD Program, SUNY Upstate Medical University, Syracuse, New York, United States of America

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• Joseph Toth,

  Roles Data curation, Writing – original draft, Writing – review & editing

  Affiliation College of Medicine, MD Program, SUNY Upstate Medical University, Syracuse, New York, United States of America

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• Paris Hantztidiamantis,

  Roles Data curation, Writing – original draft, Writing – review & editing

  Affiliation College of Medicine, MD Program, SUNY Upstate Medical University, Syracuse, New York, United States of America

  http://orcid.org/0000-0002-7872-8355

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• Nicholas Usher,

  Roles Formal analysis, Writing – original draft, Writing – review & editing

  Affiliation Office of Undergraduate Biology, Cornell University, Ithaca, New York, United States of America

  http://orcid.org/0000-0001-8779-519X

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• Cinthya Cueva Aponte,

  Roles Data curation

  Affiliation Institute for Global Health and Translational Science, SUNY Upstate Medical University, Syracuse, New York, United States of America

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• Julio Barzallo Aguilar,

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

  Affiliation Teófilo Dávila Hospital, Ministry of Health, Machala, El Oro Province, Ecuador

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• Anthony Puthumana,

  Roles Data curation, Investigation, Writing – review & editing

  Affiliation College of Medicine, MD Program, SUNY Upstate Medical University, Syracuse, New York, United States of America

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• Christina D. Lupone,

  Roles Conceptualization, Project administration, Writing – review & editing

  Affiliation Institute for Global Health and Translational Science, SUNY Upstate Medical University, Syracuse, New York, United States of America

  http://orcid.org/0000-0001-9241-5788

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• Timothy Endy,

  Roles Conceptualization, Funding acquisition, Investigation, Methodology, Supervision, Writing – review & editing

  Affiliations Institute for Global Health and Translational Science, SUNY Upstate Medical University, Syracuse, New York, United States of America, Department of Medicine, SUNY Upstate Medical University, Syracuse, New York, United States of America

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• Sadie J. Ryan,

  Roles Funding acquisition, Writing – review & editing

  Affiliations Quantitative Disease Ecology and Conservation Lab, Department of Geography, University of Florida, Gainesville, Florida, United States of America, Emerging Pathogens Institute, University of Florida, Gainesville, Florida, United States of America

  http://orcid.org/0000-0002-4308-6321

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• Anna M. Stewart Ibarra

  Roles Conceptualization, Funding acquisition, Investigation, Methodology, Supervision, Writing – review & editing

  * E-mail: sippyr@upstate.edu(RS); astewart@dir.iai.int(AMSI)

  Current address: Inter-American Institute for Global Change Research, Montevideo, Department of Montevideo, Uruguay

  Affiliations Institute for Global Health and Translational Science, SUNY Upstate Medical University, Syracuse, New York, United States of America, Department of Medicine, SUNY Upstate Medical University, Syracuse, New York, United States of America

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