DEFENDER: Detecting and Forecasting Epidemics Using Novel Data-Analytics for Enhanced Response

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

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

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

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

A Case Study of the New York City 2012-2013 Influenza Season With Daily Geocoded Twitter Data From Temporal and Spatiotemporal Perspectives

(2014) Ruchit Nagar et al.   JOURNAL OF MEDICAL INTERNET RESEARCH

The Parable of Google Flu: Traps in Big Data Analysis

(2014) D. Lazer et al.   SCIENCE

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

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

OMG U got flu? Analysis of shared health messages for bio-surveillance

(2011) Nigel Collier et al.   Journal of Biomedical Semantics

Detecting influenza epidemics using search engine query data

(2008) Jeremy Ginsberg et al.   NATURE

Surveillance Sans Frontières: Internet-Based Emerging Infectious Disease Intelligence and the HealthMap Project

(2008) John S Brownstein et al.   PLOS MEDICINE