Improved state-level influenza nowcasting in the United States leveraging Internet-based data and network approaches

Real-time disease surveillance can aid mitigation of outbreaks. Here, Lu et al. combine an approach using Google search and EHR data with an approach leveraging spatiotemporal synchronicities of influenza activity across states to improve state-level influenza activity estimates in the US.

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Detalles Bibliográficos
Autores principales:	Fred S. Lu, Mohammad W. Hattab, Cesar Leonardo Clemente, Matthew Biggerstaff, Mauricio Santillana
Formato:	article
Lenguaje:	EN
Publicado:	Nature Portfolio 2019
Materias:	Science Q
Acceso en línea:	https://doaj.org/article/dfa7fe1d780d44dfa64fb947bad72f64
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spelling	oai:doaj.org-article:dfa7fe1d780d44dfa64fb947bad72f642021-12-02T17:01:32ZImproved state-level influenza nowcasting in the United States leveraging Internet-based data and network approaches10.1038/s41467-018-08082-02041-1723https://doaj.org/article/dfa7fe1d780d44dfa64fb947bad72f642019-01-01T00:00:00Zhttps://doi.org/10.1038/s41467-018-08082-0https://doaj.org/toc/2041-1723Real-time disease surveillance can aid mitigation of outbreaks. Here, Lu et al. combine an approach using Google search and EHR data with an approach leveraging spatiotemporal synchronicities of influenza activity across states to improve state-level influenza activity estimates in the US.Fred S. LuMohammad W. HattabCesar Leonardo ClementeMatthew BiggerstaffMauricio SantillanaNature PortfolioarticleScienceQENNature Communications, Vol 10, Iss 1, Pp 1-10 (2019)
institution	DOAJ
collection	DOAJ
language	EN
topic	Science Q
spellingShingle	Science Q Fred S. Lu Mohammad W. Hattab Cesar Leonardo Clemente Matthew Biggerstaff Mauricio Santillana Improved state-level influenza nowcasting in the United States leveraging Internet-based data and network approaches
description	Real-time disease surveillance can aid mitigation of outbreaks. Here, Lu et al. combine an approach using Google search and EHR data with an approach leveraging spatiotemporal synchronicities of influenza activity across states to improve state-level influenza activity estimates in the US.
format	article
author	Fred S. Lu Mohammad W. Hattab Cesar Leonardo Clemente Matthew Biggerstaff Mauricio Santillana
author_facet	Fred S. Lu Mohammad W. Hattab Cesar Leonardo Clemente Matthew Biggerstaff Mauricio Santillana
author_sort	Fred S. Lu
title	Improved state-level influenza nowcasting in the United States leveraging Internet-based data and network approaches
title_short	Improved state-level influenza nowcasting in the United States leveraging Internet-based data and network approaches
title_full	Improved state-level influenza nowcasting in the United States leveraging Internet-based data and network approaches
title_fullStr	Improved state-level influenza nowcasting in the United States leveraging Internet-based data and network approaches
title_full_unstemmed	Improved state-level influenza nowcasting in the United States leveraging Internet-based data and network approaches
title_sort	improved state-level influenza nowcasting in the united states leveraging internet-based data and network approaches
publisher	Nature Portfolio
publishDate	2019
url	https://doaj.org/article/dfa7fe1d780d44dfa64fb947bad72f64
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Improved state-level influenza nowcasting in the United States leveraging Internet-based data and network approaches

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