Enhancing disease surveillance with novel data streams: challenges and opportunities

Novel data streams (NDS), such as web search data or social media updates, hold promise for enhancing the capabilities of public health surveillance. In this paper, we outline a conceptual framework for integrating NDS into current public health surveillance. Our approach focuses on two key question...

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Udgivet i:EPJ Data Sci
Main Authors: Althouse, Benjamin M, Scarpino, Samuel V, Meyers, Lauren Ancel, Ayers, John W, Bargsten, Marisa, Baumbach, Joan, Brownstein, John S, Castro, Lauren, Clapham, Hannah, Cummings, Derek AT, Del Valle, Sara, Eubank, Stephen, Fairchild, Geoffrey, Finelli, Lyn, Generous, Nicholas, George, Dylan, Harper, David R, Hébert-Dufresne, Laurent, Johansson, Michael A, Konty, Kevin, Lipsitch, Marc, Milinovich, Gabriel, Miller, Joseph D, Nsoesie, Elaine O, Olson, Donald R, Paul, Michael, Polgreen, Philip M, Priedhorsky, Reid, Read, Jonathan M, Rodríguez-Barraquer, Isabel, Smith, Derek J, Stefansen, Christian, Swerdlow, David L, Thompson, Deborah, Vespignani, Alessandro, Wesolowski, Amy
Format: Artigo
Sprog:Inglês
Udgivet: Springer Berlin Heidelberg 2015
Fag:
Regular Article
Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC5156315/
https://ncbi.nlm.nih.gov/pubmed/27990325
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1140/epjds/s13688-015-0054-0
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