Predicting the infecting dengue serotype from antibody titre data using machine learning

• Bethan Cracknell Daniels ,

  Roles Conceptualization, Formal analysis, Methodology, Visualization, Writing – original draft

  * E-mail: bethan.cracknell-daniels19@imperial.ac.uk (BCD); i.dorigatti@imperial.ac.uk (ID)

  Affiliation MRC Centre for Global Infectious Disease Analysis and the Abdul Latif Jameel Institute for Disease and Emergency Analytics, School of Public Health, Imperial College London, London, United Kingdom

  https://orcid.org/0000-0002-3707-5706

  ⨯
• Darunee Buddhari,

  Roles Data curation, Investigation, Writing – review & editing

  Affiliation Department of Virology, Armed Forces Research Institute of Medical Sciences, Bangkok, Thailand

  ⨯
• Taweewun Hunsawong,

  Roles Data curation, Investigation, Writing – review & editing

  Affiliation Department of Virology, Armed Forces Research Institute of Medical Sciences, Bangkok, Thailand

  ⨯
• Sopon Iamsirithaworn,

  Roles Data curation, Investigation, Writing – review & editing

  Affiliation Department of Disease Control, Ministry of Public Health, Thailand

  ⨯
• Aaron R. Farmer,

  Roles Funding acquisition, Investigation, Project administration, Writing – review & editing

  Affiliation Department of Virology, Armed Forces Research Institute of Medical Sciences, Bangkok, Thailand

  ⨯
• Derek A. T. Cummings,

  Roles Methodology, Writing – review & editing

  Affiliation Department of Biology and Emerging Pathogens Institute, University of Florida, Gainesville, Florida, United States of America

  ⨯
• Kathryn B. Anderson,

  Roles Funding acquisition, Investigation, Methodology, Project administration, Writing – review & editing

  Affiliation Department of Microbiology, SUNY Upstate Medical University, Syracuse, New York, United States of America

  ⨯
• Ilaria Dorigatti

  Roles Conceptualization, Methodology, Writing – original draft

  * E-mail: bethan.cracknell-daniels19@imperial.ac.uk (BCD); i.dorigatti@imperial.ac.uk (ID)

  Affiliation MRC Centre for Global Infectious Disease Analysis and the Abdul Latif Jameel Institute for Disease and Emergency Analytics, School of Public Health, Imperial College London, London, United Kingdom

  https://orcid.org/0000-0001-9959-0706

  ⨯