Nonmechanistic forecasts of seasonal influenza with iterative one-week-ahead distributions

A human judgment approach to epidemiological forecasting

(2017) David C. Farrow et al.   PLoS Computational Biology

Results from the centers for disease control and prevention’s predict the 2013–2014 Influenza Season Challenge

(2016) Matthew Biggerstaff et al.   BMC INFECTIOUS DISEASES

Superensemble forecasts of dengue outbreaks

(2016) Teresa K. Yamana et al.   Journal of the Royal Society Interface

Evaluating the performance of infectious disease forecasts: A comparison of climate-driven and seasonal dengue forecasts for Mexico

(2016) Michael A. Johansson et al.   Scientific Reports

Accurate estimation of influenza epidemics using Google search data via ARGO

(2015) Shihao Yang et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Forecasting the 2013–2014 Influenza Season Using Wikipedia

(2015) Kyle S. Hickmann et al.   PLoS Computational Biology

Flexible Modeling of Epidemics with an Empirical Bayes Framework

(2015) Logan C. Brooks et al.   PLoS Computational Biology

Combining Search, Social Media, and Traditional Data Sources to Improve Influenza Surveillance

(2015) Mauricio Santillana et al.   PLoS Computational Biology

Advances in nowcasting influenza-like illness rates using search query logs

(2015) Vasileios Lampos et al.   Scientific Reports

Using Google Flu Trends data in forecasting influenza-like–illness related ED visits in Omaha, Nebraska

(2014) Ozgur M. Araz et al.   AMERICAN JOURNAL OF EMERGENCY MEDICINE

What Can Digital Disease Detection Learn from (an External Revision to) Google Flu Trends?

(2014) Mauricio Santillana et al.   AMERICAN JOURNAL OF PREVENTIVE MEDICINE

Influenza Forecasting in Human Populations: A Scoping Review

(2014) Jean-Paul Chretien et al.   PLoS One

Wikipedia Usage Estimates Prevalence of Influenza-Like Illness in the United States in Near Real-Time

(2014) David J. McIver et al.   PLoS Computational Biology

Global Disease Monitoring and Forecasting with Wikipedia

(2014) Nicholas Generous et al.   PLoS Computational Biology

Risk of Dengue for Tourists and Teams during the World Cup 2014 in Brazil

(2014) Willem G. van Panhuis et al.   PLoS Neglected Tropical Diseases

Comparative community burden and severity of seasonal and pandemic influenza: results of the Flu Watch cohort study

(2014) Andrew C Hayward et al.   Lancet Respiratory Medicine

Adaptive nowcasting of influenza outbreaks using Google searches

(2014) T. Preis et al.   Royal Society Open Science

A systematic review of studies on forecasting the dynamics of influenza outbreaks

(2013) Elaine O. Nsoesie et al.   Influenza and Other Respiratory Viruses

Influenza Forecasting with Google Flu Trends

(2013) Andrea Freyer Dugas et al.   PLoS One

National and Local Influenza Surveillance through Twitter: An Analysis of the 2012-2013 Influenza Epidemic

(2013) David A. Broniatowski et al.   PLoS One

Real-time influenza forecasts during the 2012–2013 season

(2013) Jeffrey Shaman et al.   Nature Communications

Forecasting seasonal outbreaks of influenza

(2012) J. Shaman et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

The development of an early warning system for climate-sensitive disease risk with a focus on dengue epidemics in Southeast Brazil

(2012) Rachel Lowe et al.   STATISTICS IN MEDICINE

Statistical methods for the prospective detection of infectious disease outbreaks: a review

(2011) Steffen Unkel et al.   JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES A-STATISTICS IN SOCIETY

The Use of Twitter to Track Levels of Disease Activity and Public Concern in the U.S. during the Influenza A H1N1 Pandemic

(2011) Alessio Signorini et al.   PLoS One

A SARIMA forecasting model to predict the number of cases of dengue in Campinas, State of São Paulo, Brazil

(2011) Edson Zangiacomi Martinez et al.   Revista da Sociedade Brasileira de Medicina Tropical

Modeling and Predicting Seasonal Influenza Transmission in Warm Regions Using Climatological Parameters

(2010) Radina P. Soebiyanto et al.   PLoS One

Web Queries as a Source for Syndromic Surveillance

(2009) Anette Hulth et al.   PLoS One

Using Internet Searches for Influenza Surveillance

(2008) Philip M. Polgreen et al.   CLINICAL INFECTIOUS DISEASES

Detecting influenza epidemics using search engine query data

(2008) Jeremy Ginsberg et al.   NATURE