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http://hdl.handle.net/10400.7/730| Title: | Early and Real-Time Detection of Seasonal Influenza Onset |
| Author: | Won, Miguel Marques-Pita, Manuel Louro, Carlota Gonçalves-Sá, Joana |
| Keywords: | Influenza Seasons Infectious disease surveillance Portugal Algorithms Critical care and emergency medicine Epidemiological methods and statistics Curve fitting |
| Issue Date: | 3-Feb-2017 |
| Publisher: | Public Library of Science |
| Citation: | Won M, Marques-P ita M, Louro C, Gonc ̧alves-Sa ́ J (2017) Early and Real-Time Detection of Seasonal Influenza Onset. PLoS Comput Biol 13(2): e1005330. doi:10.137 1/journal. pcbi.1005330 |
| Abstract: | 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. |
| Description: | Data are available as supplementary materials. Some of the data is not supported by the repository, so the upload of data is not complete. For the complete data, please visit the publisher version of the article. |
| Peer review: | yes |
| URI: | http://hdl.handle.net/10400.7/730 |
| DOI: | 10.1371/journal.pcbi.1005330 |
| Publisher Version: | http://journals.plos.org/ploscompbiol/article?id=10.1371/journal.pcbi.1005330 |
| Appears in Collections: | SP- Artigos |
Files in This Item:
| File | Description | Size | Format | |
|---|---|---|---|---|
| journal.pcbi.1005330.pdf | artigo principal | 2,34 MB | Adobe PDF | View/Open |
| S1_Data.xlsx | material suplementar 1 | 68,61 kB | Microsoft Excel XML | View/Open |
| S1_Fig.tif | material suplementar 2 | 1,45 MB | TIFF | View/Open |
| S1_Table.tif | material suplementar 3 | 726,21 kB | TIFF | View/Open |
| S2_Fig.tif | material suplementar 4 | 1,08 MB | TIFF | View/Open |
| S2_Table.tif | material suplementar 5 | 176,09 kB | TIFF | View/Open |
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| S3_Table.tif | material suplementar 7 | 271,33 kB | TIFF | View/Open |
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| S5_Table.tif | material suplementar 11 | 625,02 kB | TIFF | View/Open |
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| S9_Fig.tif | material suplementar 15 | 451,84 kB | TIFF | View/Open |
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| S11_Fig.tif | material suplementar 17 | 1,14 MB | TIFF | View/Open |
| S12_Fig.tif | material suplementar 18 | 1,29 MB | TIFF | View/Open |
| S13_Fig.tif | material suplementar 19 | 982,8 kB | TIFF | View/Open |
| S14_Fig.tif | material suplementar 20 | 850,14 kB | TIFF | View/Open |
| S15_Fig.tif | material suplementar 21 | 864,98 kB | TIFF | View/Open |
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