Real-time estimation of disease activity in emerging outbreaks using internet search information

• Emily L. Aiken ,

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

  * E-mail: emilyaiken@berkeley.edu (ELA); msantill@g.harvard.edu (MS)

  Affiliation School of Engineering and Applied Sciences, Harvard University, Cambridge, Massachusetts, United States of America

  http://orcid.org/0000-0003-4374-3536

  ⨯
• Sarah F. McGough,

  Roles Conceptualization, Methodology, Writing – review & editing

  Affiliation Harvard T.H. Chan School of Public Health, Boston, Massachusetts, United States of America

  http://orcid.org/0000-0003-2448-6714

  ⨯
• Maimuna S. Majumder,

  Roles Conceptualization, Writing – review & editing

  Affiliation Department of Healthcare Policy, Harvard Medical School, Boston, Massachusetts, United States of America

  ⨯
• Gal Wachtel,

  Roles Data curation, Methodology, Writing – original draft

  Affiliation Computational Health Informatics Program, Boston Children’s Hospital, Boston, Massachusetts, United States of America

  http://orcid.org/0000-0001-9079-9407

  ⨯
• Andre T. Nguyen,

  Roles Data curation, Formal analysis, Visualization, Writing – review & editing

  Affiliations Booz Allen Hamilton, Columbia, Maryland, United States of America, University of Maryland, Baltimore County, Baltimore, Maryland, United States of America

  http://orcid.org/0000-0001-7131-6879

  ⨯
• Cecile Viboud,

  Roles Supervision, Writing – review & editing

  Affiliation Fogarty International Center, National Institutes of Health, Bethesda, Maryland, United States of America

  http://orcid.org/0000-0003-3243-4711

  ⨯
• Mauricio Santillana

  Roles Conceptualization, Methodology, Project administration, Supervision, Validation, Writing – review & editing

  * E-mail: emilyaiken@berkeley.edu (ELA); msantill@g.harvard.edu (MS)

  Affiliations School of Engineering and Applied Sciences, Harvard University, Cambridge, Massachusetts, United States of America, Computational Health Informatics Program, Boston Children’s Hospital, Boston, Massachusetts, United States of America, Department of Pediatrics, Harvard Medical School, Boston, Massachusetts, United States of America

  http://orcid.org/0000-0002-4206-418X

  ⨯