Web search activity data accurately predict population chronic disease risk in the USA

Regularization Paths for Generalized Linear Models via Coordinate Descent

(2015) Jerome Friedman et al.   Journal of Statistical Software

Systematic identification of transcriptional and post-transcriptional regulations in human respiratory epithelial cells during influenza A virus infection

(2014) Zhi-Ping Liu et al.   BMC BIOINFORMATICS

Developing small-area predictions for smoking and obesity prevalence in the United States for use in Environmental Public Health Tracking

(2014) Alberto M. Ortega Hinojosa et al.   ENVIRONMENTAL RESEARCH

Using Multivariate Regression Model with Least Absolute Shrinkage and Selection Operator (LASSO) to Predict the Incidence of Xerostomia after Intensity-Modulated Radiotherapy for Head and Neck Cancer

(2014) Tsair-Fwu Lee et al.   PLoS One

Twitter: Big data opportunities--Response

(2014) D. Lazer et al.   SCIENCE

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(2014) Shelley McGuire   Advances in Nutrition

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

A Primer on Predictive Models

(2014) Akbar K Waljee et al.   Clinical and Translational Gastroenterology

Web-scale pharmacovigilance: listening to signals from the crowd

(2013) Ryen W White et al.   JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION

When Google got flu wrong

(2013) Declan Butler   NATURE

Influenza Forecasting with Google Flu Trends

(2013) Andrea Freyer Dugas et al.   PLoS One

Using Google Trends for Influenza Surveillance in South China

(2013) Min Kang et al.   PLoS One

Google Flu Trends: Correlation With Emergency Department Influenza Rates and Crowding Metrics

(2012) A. F. Dugas et al.   CLINICAL INFECTIOUS DISEASES

A comparative risk assessment of burden of disease and injury attributable to 67 risk factors and risk factor clusters in 21 regions, 1990–2010: a systematic analysis for the Global Burden of Disease Study 2010

(2012) Stephen S Lim et al.   LANCET

Search Query Data to Monitor Interest in Behavior Change: Application for Public Health

(2012) Lucas J. Carr et al.   PLoS One

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

(2011) Samantha Cook et al.   PLoS One

Implications of the Foresight Obesity System Map for Solutions to Childhood Obesity

(2010) Diane T. Finegood et al.   Obesity

Predicting consumer behavior with Web search

(2010) Sharad Goel et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Google Trends: A Web‐Based Tool for Real‐Time Surveillance of Disease Outbreaks

(2009) Herman Anthony Carneiro et al.   CLINICAL INFECTIOUS DISEASES

The Public Health and Economic Benefits of Taxing Sugar-Sweetened Beverages

(2009) Kelly D. Brownell et al.   NEW ENGLAND JOURNAL OF MEDICINE

Digital Disease Detection — Harnessing the Web for Public Health Surveillance

(2009) John S. Brownstein et al.   NEW ENGLAND JOURNAL OF MEDICINE

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