Predicting regional influenza epidemics with uncertainty estimation using commuting data in Japan

Predicting and analyzing the COVID-19 epidemic in China: Based on SEIRD, LSTM and GWR models

(2020) Fenglin Liu et al.   PLoS One

Real-time estimation of disease activity in emerging outbreaks using internet search information

(2020) Emily L. Aiken et al.   PLoS Computational Biology

Forecasting influenza-like illness dynamics for military populations using neural networks and social media

(2017) Svitlana Volkova et al.   PLoS One

A comparative study on predicting influenza outbreaks

(2017) Jie Zhang et al.   BioScience Trends

Time series analysis of weekly influenza-like illness rate using a one-year period of factors in random forest regression

(2017) Hongyan Wu et al.   BioScience Trends

Seasonal Influenza Forecasting in Real Time Using the Incidence Decay With Exponential Adjustment Model

(2017) Tahmina Nasserie et al.   Open Forum Infectious Diseases

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

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

(2015) Mauricio Santillana et al.   PLoS Computational Biology

Roles of Humidity and Temperature in Shaping Influenza Seasonality

(2014) Anice C. Lowen et al.   JOURNAL OF VIROLOGY

Analysing Twitter and web queries for flu trend prediction

(2014) José Santos et al.   Theoretical Biology and Medical Modelling

Influenza Forecasting with Google Flu Trends

(2013) Andrea Freyer Dugas et al.   PLoS One

The Hidden Geometry of Complex, Network-Driven Contagion Phenomena

(2013) D. Brockmann et al.   SCIENCE

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

Infodemiology and Infoveillance: Framework for an Emerging Set of Public Health Informatics Methods to Analyze Search, Communication and Publication Behavior on the Internet

(2009) Gunther Eysenbach   JOURNAL OF MEDICAL INTERNET RESEARCH

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