Influenza forecasting for French regions combining EHR, web and climatic data sources with a machine learning ensemble approach

• Canelle Poirier ,

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

  * E-mail: canelle.poirier@outlook.fr (CP); msantill@g.harvard.edu (MS)

  Affiliations INSERM, U1099, Rennes, France, Université de Rennes 1, LTSI, Rennes, France, Department of Pediatrics, Harvard Medical School, Boston, MA, United States of America, Computational Health Informatics Program, Boston Children’s Hospital, Boston, MA, United States of America

  https://orcid.org/0000-0002-6972-2621

  ⨯
• Yulin Hswen,

  Roles Resources, Writing – review & editing

  Affiliations Department of Social and Behavioral Sciences, Harvard T.H. Chan School of Public Health, Boston, MA, United States of America, Innovation Program, Boston Children’s Hospital, Boston, MA, United States of America

  https://orcid.org/0000-0003-3203-1322

  ⨯
• Guillaume Bouzillé,

  Roles Resources, Writing – review & editing

  Affiliations INSERM, U1099, Rennes, France, Université de Rennes 1, LTSI, Rennes, France, CHU Rennes, Centre de Données Cliniques, Rennes, France

  https://orcid.org/0000-0002-3637-6558

  ⨯
• Marc Cuggia,

  Roles Writing – review & editing

  Affiliations INSERM, U1099, Rennes, France, Université de Rennes 1, LTSI, Rennes, France, CHU Rennes, Centre de Données Cliniques, Rennes, France

  https://orcid.org/0000-0001-6943-3937

  ⨯
• Audrey Lavenu,

  Roles Writing – review & editing

  Affiliations Université de Rennes 1, Faculté de médecine, Rennes, France, INSERM CIC 1414, Université de Rennes 1, Rennes, France, IRMAR, Institut de Recherche Mathématique de Rennes, Rennes, France

  https://orcid.org/0000-0002-0049-2397

  ⨯
• John S. Brownstein,

  Roles Writing – review & editing

  Affiliations Innovation Program, Boston Children’s Hospital, Boston, MA, United States of America, Department of Pediatrics, Harvard Medical School, Boston, MA, United States of America

  ⨯
• Thomas Brewer,

  Roles Resources, Writing – review & editing

  Affiliation Innovation Program, Boston Children’s Hospital, Boston, MA, United States of America

  https://orcid.org/0000-0002-7279-8096

  ⨯
• Mauricio Santillana

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

  * E-mail: canelle.poirier@outlook.fr (CP); msantill@g.harvard.edu (MS)

  Affiliations Department of Pediatrics, Harvard Medical School, Boston, MA, United States of America, Computational Health Informatics Program, Boston Children’s Hospital, Boston, MA, United States of America

  ⨯