Forecasting Zika Incidence in the 2016 Latin America Outbreak Combining Traditional Disease Surveillance with Search, Social Media, and News Report Data

Available Evidence of Association between Zika Virus and Microcephaly

(2016) Yi-Fei Hu et al.   CHINESE MEDICAL JOURNAL

Microcephaly and Zika virus

(2016) Consuelo Silva de Oliveira et al.   Jornal de Pediatria

Zika virus in the Americas: Early epidemiological and genetic findings

(2016) N. R. Faria et al.   SCIENCE

US agency says Zika virus causes microcephaly

(2016) Owen Dyer   BMJ-British Medical Journal

US agency says Zika virus causes microcephaly

(2016) Owen Dyer   BMJ-British Medical Journal

Transmission of Zika Virus Through Sexual Contact with Travelers to Areas of Ongoing Transmission — Continental United States, 2016

(2016) Susan L. Hills et al.   MMWR-MORBIDITY AND MORTALITY WEEKLY REPORT

Cloud-based Electronic Health Records for Real-time, Region-specific Influenza Surveillance

(2016) M. Santillana et al.   Scientific Reports

Flu Near You: Crowdsourced Symptom Reporting Spanning 2 Influenza Seasons

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

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

Monitoring Disease Trends using Hospital Traffic Data from High Resolution Satellite Imagery: A Feasibility Study

(2015) Elaine O. Nsoesie et al.   Scientific Reports

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

(2015) Mauricio Santillana et al.   PLoS Computational Biology

A Critical Assessment of Vector Control for Dengue Prevention

(2015) Nicole L. Achee et al.   PLoS Neglected Tropical Diseases

Regularization Paths for Generalized Linear Models via Coordinate Descent

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

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

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

Evaluation of Internet-Based Dengue Query Data: Google Dengue Trends

(2014) Rebecca Tave Gluskin et al.   PLoS Neglected Tropical Diseases

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

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

Monitoring Influenza Epidemics in China with Search Query from Baidu

(2013) Qingyu Yuan 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

Reassessing Google Flu Trends Data for Detection of Seasonal and Pandemic Influenza: A Comparative Epidemiological Study at Three Geographic Scales

(2013) Donald R. Olson et al.   PLoS Computational Biology

Regression shrinkage and selection via the lasso: a retrospective

(2011) Robert Tibshirani   JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY

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

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

(2011) Samantha Cook et al.   PLoS One

Prediction of Dengue Incidence Using Search Query Surveillance

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

Zika Virus Outbreak on Yap Island, Federated States of Micronesia

(2009) Mark R. Duffy 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

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

(2008) John S Brownstein et al.   PLOS MEDICINE