Age-Related Differences in the Accuracy of Web Query-Based Predictions of Influenza-Like Illness
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Alexander Domnich | Daniela Amicizia | Alessio Signori | Donatella Panatto | A. Domnich | R. Gasparini | D. Amicizia | D. Panatto | P. Lai | A. Signori | Roberto Gasparini | Piero Luigi Lai
[1] Jae Ho Lee,et al. Correlation between National Influenza Surveillance Data and Google Trends in South Korea , 2013, PloS one.
[2] J. Fox. Time-Series Regression and Generalized Least Squares , 2002 .
[3] Cécile Viboud,et al. Reassessing Google Flu Trends Data for Detection of Seasonal and Pandemic Influenza: A Comparative Epidemiological Study at Three Geographic Scales , 2013, PLoS Comput. Biol..
[4] Laura M. Glass,et al. Social contact networks for the spread of pandemic influenza in children and teenagers , 2008, BMC public health.
[5] L. Brammer,et al. Estimating influenza incidence and rates of influenza‐like illness in the outpatient setting , 2012, Influenza and other respiratory viruses.
[6] F. Babl,et al. Health information seeking by parents in the Internet age , 2008, Journal of paediatrics and child health.
[7] Ian Portelli,et al. Attack Rates Assessment of the 2009 Pandemic H1N1 Influenza A in Children and Their Contacts: A Systematic Review and Meta-Analysis , 2012, PloS one.
[8] R Core Team,et al. R: A language and environment for statistical computing. , 2014 .
[9] G. Eysenbach. Infodemiology and Infoveillance: Framework for an Emerging Set of Public Health Informatics Methods to Analyze Search, Communication and Publication Behavior on the Internet , 2009, Journal of medical Internet research.
[10] Louise Pelletier,et al. Age-specific Differences in Influenza A Epidemic Curves: Do Children Drive the Spread of Influenza Epidemics? , 2011, American journal of epidemiology.
[11] Sérgio Matos,et al. Analysing Twitter and web queries for flu trend prediction , 2014, Theoretical Biology and Medical Modelling.
[12] Aj Elliot. Syndromic surveillance: the next phase of public health monitoring during the H1N1 influenza pandemic? , 2009, Euro surveillance : bulletin Europeen sur les maladies transmissibles = European communicable disease bulletin.
[13] Michael J. Paul,et al. National and Local Influenza Surveillance through Twitter: An Analysis of the 2012-2013 Influenza Epidemic , 2013, PloS one.
[14] Lewis Spitz,et al. Information on the World Wide Web--how useful is it for parents? , 2007, Journal of pediatric surgery.
[15] C. Goss,et al. Monitoring Influenza Activity in the United States: A Comparison of Traditional Surveillance Systems with Google Flu Trends , 2011, PloS one.
[16] A. Tricco,et al. Natural attack rate of influenza in unvaccinated children and adults: a meta-regression analysis , 2014, BMC Infectious Diseases.
[17] Alexander Domnich,et al. An overview of current and potential use of information and communication technologies for immunization promotion among adolescents , 2013, Human vaccines & immunotherapeutics.
[18] John S. Brownstein,et al. Wikipedia Usage Estimates Prevalence of Influenza-Like Illness in the United States in Near Real-Time , 2014, PLoS Comput. Biol..
[19] Alexander Domnich,et al. Demand-based web surveillance of sexually transmitted infections in Russia , 2014, International Journal of Public Health.
[20] Farzad Mostashari,et al. Monitoring the Impact of Influenza by Age: Emergency Department Fever and Respiratory Complaint Surveillance in New York City , 2007, PLoS medicine.
[21] J. Brownstein,et al. A Case Study of the New York City 2012-2013 Influenza Season With Daily Geocoded Twitter Data From Temporal and Spatiotemporal Perspectives , 2014, Journal of medical Internet research.
[22] David M. Pennock,et al. Using internet searches for influenza surveillance. , 2008, Clinical infectious diseases : an official publication of the Infectious Diseases Society of America.
[23] C. Koppeschaar,et al. Comparison of five influenza surveillance systems during the 2009 pandemic and their association with media attention , 2013, BMC Public Health.
[24] E. Nsoesie,et al. Monitoring Influenza Epidemics in China with Search Query from Baidu , 2013, PloS one.
[25] Jay M Bernhardt,et al. Online Pediatric Information Seeking Among Mothers of Young Children: Results From a Qualitative Study Using Focus Groups , 2004, Journal of medical Internet research.
[26] C. Signorelli,et al. Deaths after Fluad flu vaccine and the epidemic of panic in Italy , 2015, BMJ : British Medical Journal.
[27] A. Dugas,et al. Google Flu Trends: correlation with emergency department influenza rates and crowding metrics. , 2011, Clinical infectious diseases : an official publication of the Infectious Diseases Society of America.
[28] Jeremy Ginsberg,et al. Detecting influenza epidemics using search engine query data , 2009, Nature.
[29] A. Hulth,et al. Web Queries as a Source for Syndromic Surveillance , 2009, PloS one.
[30] Gunther Eysenbach,et al. Infodemiology and infoveillance tracking online health information and cyberbehavior for public health. , 2011, American journal of preventive medicine.
[31] Declan Butler,et al. When Google got flu wrong , 2013, Nature.
[32] D. Cummings,et al. Prediction of Dengue Incidence Using Search Query Surveillance , 2011, PLoS neglected tropical diseases.
[33] M. L. Cristina,et al. Influenza epidemiology in Italy two years after the 2009–2010 pandemic , 2013, Human vaccines & immunotherapeutics.
[34] Cécile Viboud,et al. Risk factors of influenza transmission in households. , 2004, The British journal of general practice : the journal of the Royal College of General Practitioners.
[35] Alessandro Vespignani,et al. Google Flu Trends Still Appears Sick: An Evaluation of the 2013-2014 Flu Season , 2014 .
[36] T. Bernardo,et al. Scoping Review on Search Queries and Social Media for Disease Surveillance: A Chronology of Innovation , 2013, Journal of medical Internet research.
[37] S. Rutherford,et al. Using Google Trends for Influenza Surveillance in South China , 2013, PloS one.
[38] Vittoria Colizza,et al. Evaluating the Feasibility and Participants’ Representativeness of an Online Nationwide Surveillance System for Influenza in France , 2013, PloS one.
[39] Jonathan Taitz,et al. Use of the Internet by parents of paediatric patients , 2006, Journal of paediatrics and child health.
[40] Gail M Williams,et al. Internet-based surveillance systems for monitoring emerging infectious diseases , 2013, The Lancet Infectious Diseases.
[41] J. Aucott,et al. The utility of "Google Trends" for epidemiological research: Lyme disease as an example. , 2010, Geospatial health.
[42] Ken P Kleinman,et al. Identifying pediatric age groups for influenza vaccination using a real-time regional surveillance system. , 2005, American journal of epidemiology.
[43] R. Gasparini,et al. A pharmacoeconomic appraisal of the strategy to tackle the H1N1v (A/California/07/09) pandemic in Italy: relevance of the CIRI-IV surveillance system. , 2011, Journal of preventive medicine and hygiene.
[44] Alex R. Cook,et al. Internet Search Limitations and Pandemic Influenza, Singapore , 2010, Emerging infectious diseases.
[45] F. Ansaldi,et al. Emergency department syndromic surveillance system for early detection of 5 syndromes: a pilot project in a reference teaching hospital in Genoa, Italy. , 2008, Journal of preventive medicine and hygiene.
[46] Jon Skranes,et al. Internet use among mothers of young children in Norway—a survey of Internet habits and perceived parental competence when caring for a sick child , 2014, Journal of Public Health.
[47] Gunther Eysenbach,et al. Infodemiology: Tracking Flu-Related Searches on the Web for Syndromic Surveillance , 2006, AMIA.
[48] J. Fox. Nonparametric Regression Appendix to An R and S-PLUS Companion to Applied Regression , 2002 .
[49] Xi-chuan Zhou,et al. Notifiable infectious disease surveillance with data collected by search engine , 2010, Journal of Zhejiang University SCIENCE C.
[50] A. Fauci. Seasonal and pandemic influenza preparedness: science and countermeasures. , 2006, The Journal of infectious diseases.
[51] Gerardo Chowell,et al. Severe respiratory disease concurrent with the circulation of H1N1 influenza. , 2009, The New England journal of medicine.
[52] M. Santillana,et al. What can digital disease detection learn from (an external revision to) Google Flu Trends? , 2014, American journal of preventive medicine.
[53] D. Lazer,et al. The Parable of Google Flu: Traps in Big Data Analysis , 2014, Science.