Autor: "Jaramillo Ramirez G" - OpacWWW

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Tytuł:: Machine learning and dengue forecasting: Comparing random forests and artificial neural networks for predicting dengue burden at national and sub-national scales in Colombia.
Autorzy:: Zhao N; Department of Land Resource Management, School of Humanities and Law, Northeastern University, Shenyang, Liaoning, China.; Division of Clinical Epidemiology, McGill University Health Centre, Montreal, Quebec, Canada.
Charland K; Centre for Public Health Research, Montreal, Quebec, Canada.
Carabali M; Department of Epidemiology, Biostatistics, and Occupational Health, School of Population and Global Health, McGill University, Montreal, Quebec, Canada.
Nsoesie EO; Department of Global Health, Boston University, Boston, Massachusetts, United States of America.
Maheu-Giroux M; Department of Epidemiology, Biostatistics, and Occupational Health, School of Population and Global Health, McGill University, Montreal, Quebec, Canada.; Quebec Population Health Research Network, Montreal, Quebec, Canada.
Rees E; Public Health Risk Sciences Division, National Microbiology Laboratory, Public Health Agency of Canada, Saint-Hyacinthe, Quebec, Canada.
Yuan M; Department of Epidemiology, Biostatistics, and Occupational Health, School of Population and Global Health, McGill University, Montreal, Quebec, Canada.
Garcia Balaguera C; Faculty of Medicine, Universidad Cooperativa de Colombia, Villavicencio, Meta, Colombia.
Jaramillo Ramirez G; Faculty of Medicine, Universidad Cooperativa de Colombia, Villavicencio, Meta, Colombia.
Zinszer K; Centre for Public Health Research, Montreal, Quebec, Canada.; Quebec Population Health Research Network, Montreal, Quebec, Canada.; Department of Preventive and Social Medicine, School of Public Health, University of Montreal, Montreal, Quebec, Canada.; Pokaż więcej
Źródło:: PLoS neglected tropical diseases [PLoS Negl Trop Dis] 2020 Sep 24; Vol. 14 (9), pp. e0008056. Date of Electronic Publication: 2020 Sep 24 (Print Publication: 2020).
Typ publikacji:: Journal Article; Research Support, Non-U.S. Gov't
MeSH Terms:: Machine Learning*
Neural Networks, Computer*
Dengue/*epidemiology
Forecasting/*methods
Aedes ; Animals ; Colombia/epidemiology ; Dengue Virus ; Disease Outbreaks ; Humans ; Socioeconomic Factors ; Weather

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