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Early and Real-Time Detection of Seasonal Influenza Onset

Every year, influenza epidemics affect millions of people and place a strong burden on health care services. A timely knowledge of the onset of the epidemic could allow these services to prepare for the peak. We present a method that can reliably identify and signal the influenza outbreak. By combin...

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Autores principales: Won, Miguel, Marques-Pita, Manuel, Louro, Carlota, Gonçalves-Sá, Joana
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5291378/
https://www.ncbi.nlm.nih.gov/pubmed/28158192
http://dx.doi.org/10.1371/journal.pcbi.1005330
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author Won, Miguel
Marques-Pita, Manuel
Louro, Carlota
Gonçalves-Sá, Joana
author_facet Won, Miguel
Marques-Pita, Manuel
Louro, Carlota
Gonçalves-Sá, Joana
author_sort Won, Miguel
collection PubMed
description Every year, influenza epidemics affect millions of people and place a strong burden on health care services. A timely knowledge of the onset of the epidemic could allow these services to prepare for the peak. We present a method that can reliably identify and signal the influenza outbreak. By combining official Influenza-Like Illness (ILI) incidence rates, searches for ILI-related terms on Google, and an on-call triage phone service, Saúde 24, we were able to identify the beginning of the flu season in 8 European countries, anticipating current official alerts by several weeks. This work shows that it is possible to detect and consistently anticipate the onset of the flu season, in real-time, regardless of the amplitude of the epidemic, with obvious advantages for health care authorities. We also show that the method is not limited to one country, specific region or language, and that it provides a simple and reliable signal that can be used in early detection of other seasonal diseases.
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spelling pubmed-52913782017-02-17 Early and Real-Time Detection of Seasonal Influenza Onset Won, Miguel Marques-Pita, Manuel Louro, Carlota Gonçalves-Sá, Joana PLoS Comput Biol Research Article Every year, influenza epidemics affect millions of people and place a strong burden on health care services. A timely knowledge of the onset of the epidemic could allow these services to prepare for the peak. We present a method that can reliably identify and signal the influenza outbreak. By combining official Influenza-Like Illness (ILI) incidence rates, searches for ILI-related terms on Google, and an on-call triage phone service, Saúde 24, we were able to identify the beginning of the flu season in 8 European countries, anticipating current official alerts by several weeks. This work shows that it is possible to detect and consistently anticipate the onset of the flu season, in real-time, regardless of the amplitude of the epidemic, with obvious advantages for health care authorities. We also show that the method is not limited to one country, specific region or language, and that it provides a simple and reliable signal that can be used in early detection of other seasonal diseases. Public Library of Science 2017-02-03 /pmc/articles/PMC5291378/ /pubmed/28158192 http://dx.doi.org/10.1371/journal.pcbi.1005330 Text en © 2017 Won et al http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
spellingShingle Research Article
Won, Miguel
Marques-Pita, Manuel
Louro, Carlota
Gonçalves-Sá, Joana
Early and Real-Time Detection of Seasonal Influenza Onset
title Early and Real-Time Detection of Seasonal Influenza Onset
title_full Early and Real-Time Detection of Seasonal Influenza Onset
title_fullStr Early and Real-Time Detection of Seasonal Influenza Onset
title_full_unstemmed Early and Real-Time Detection of Seasonal Influenza Onset
title_short Early and Real-Time Detection of Seasonal Influenza Onset
title_sort early and real-time detection of seasonal influenza onset
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5291378/
https://www.ncbi.nlm.nih.gov/pubmed/28158192
http://dx.doi.org/10.1371/journal.pcbi.1005330
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