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Temporal Topic Modeling to Assess Associations between News Trends and Infectious Disease Outbreaks

In retrospective assessments, internet news reports have been shown to capture early reports of unknown infectious disease transmission prior to official laboratory confirmation. In general, media interest and reporting peaks and wanes during the course of an outbreak. In this study, we quantify the...

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Detalles Bibliográficos
Autores principales: Ghosh, Saurav, Chakraborty, Prithwish, Nsoesie, Elaine O., Cohn, Emily, Mekaru, Sumiko R., Brownstein, John S., Ramakrishnan, Naren
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5244405/
https://www.ncbi.nlm.nih.gov/pubmed/28102319
http://dx.doi.org/10.1038/srep40841