Accurate estimation of influenza epidemics using Google search data via ARGO

Flu Near You: Crowdsourced Symptom Reporting Spanning 2 Influenza Seasons

(2015) Mark S. Smolinski et al.   AMERICAN JOURNAL OF PUBLIC HEALTH

Inference of seasonal and pandemic influenza transmission dynamics

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

Using Networks to Combine “Big Data” and Traditional Surveillance to Improve Influenza Predictions

(2015) Michael W. Davidson et al.   Scientific Reports

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

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

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

Using Clinicians' Search Query Data to Monitor Influenza Epidemics

(2014) M. Santillana et al.   CLINICAL INFECTIOUS DISEASES

Influenza Forecasting in Human Populations: A Scoping Review

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

The Parable of Google Flu: Traps in Big Data Analysis

(2014) D. Lazer et al.   SCIENCE

Monitoring of non-cigarette tobacco use using Google Trends

(2014) Patricia A Cavazos-Rehg et al.   TOBACCO CONTROL

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

Web-based participatory surveillance of infectious diseases: the Influenzanet participatory surveillance experience

(2013) D. Paolotti et al.   CLINICAL MICROBIOLOGY AND INFECTION

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

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

Using search queries for malaria surveillance, Thailand

(2013) Alex J Ocampo et al.   MALARIA JOURNAL

When Google got flu wrong

(2013) Declan Butler   NATURE

Monitoring Influenza Epidemics in China with Search Query from Baidu

(2013) Qingyu Yuan et al.   PLoS One

Quantifying Trading Behavior in Financial Markets Using Google Trends

(2013) Tobias Preis et al.   Scientific Reports

Forecasting seasonal outbreaks of influenza

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

Optimizing Provider Recruitment for Influenza Surveillance Networks

(2012) Samuel V. Scarpino et al.   PLoS Computational Biology

Association of Internet search trends with suicide death in Taipei City, Taiwan, 2004–2009

(2011) Albert C. Yang et al.   JOURNAL OF AFFECTIVE DISORDERS

Assessing Google Flu Trends Performance in the United States during the 2009 Influenza Virus A (H1N1) Pandemic

(2011) Samantha Cook et al.   PLoS One

Using Web Search Query Data to Monitor Dengue Epidemics: A New Model for Neglected Tropical Disease Surveillance

(2011) Emily H. Chan et al.   PLoS Neglected Tropical Diseases

Prediction of Dengue Incidence Using Search Query Surveillance

(2011) Benjamin M. Althouse et al.   PLoS Neglected Tropical Diseases

Twitter mood predicts the stock market

(2011) Johan Bollen et al.   Journal of Computational Science

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

(2010) Radina P. Soebiyanto 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