Long Short-term Memory–Based Prediction of the Spread of Influenza-Like Illness Leveraging Surveillance, Weather, and Twitter Data: Model Development and Validation

Prediction of COVID-19 Waves Using Social Media and Google Search: A Case Study of the US and Canada

(2021) Samira Yousefinaghani et al.   Frontiers in Public Health

Real-time Prediction of the Daily Incidence of COVID-19 in 215 Countries and Territories Using Machine Learning: Model Development and Validation

(2021) Yuanyuan Peng et al.   JOURNAL OF MEDICAL INTERNET RESEARCH

Social Media Monitoring of the COVID-19 Pandemic and Influenza Epidemic With Adaptation for Informal Language in Arabic Twitter Data: Qualitative Study

(2021) Lama Alsudias et al.   JMIR Medical Informatics

Predicting New Daily COVID-19 Cases and Deaths Using Search Engine Query Data in South Korea From 2020 to 2021: Infodemiology Study

(2021) Atina Husnayain et al.   JOURNAL OF MEDICAL INTERNET RESEARCH

Evaluation of Twitter data for an emerging crisis: an application to the first wave of COVID-19 in the UK

(2021) I Kit Cheng et al.   Scientific Reports

Regional Influenza Prediction with Sampling Twitter Data and PDE Model

(2020) Wang et al.   International Journal of Environmental Research and Public Health

Comparing Social media and Google to detect and predict severe epidemics

(2020) Loukas Samaras et al.   Scientific Reports

Topics, Trends, and Sentiments of Tweets About the COVID-19 Pandemic: Temporal Infoveillance Study

(2020) Ranganathan Chandrasekaran et al.   JOURNAL OF MEDICAL INTERNET RESEARCH

Cost of Sickness Absenteeism during Seasonal Influenza Outbreaks of Medium Intensity among Health Care Workers

(2019) Maria Gianino et al.   International Journal of Environmental Research and Public Health

Forecasting influenza activity using self-adaptive AI model and multi-source data in Chongqing, China

(2019) Kun Su et al.   EBioMedicine

A review of influenza detection and prediction through social networking sites

(2018) Ali Alessa et al.   Theoretical Biology and Medical Modelling

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

(2017) Svitlana Volkova et al.   PLoS One

Advances in Public Health Surveillance and Information Dissemination at the Centers for Disease Control and Prevention

(2017) Chesley L. Richards et al.   PUBLIC HEALTH REPORTS

Estimating Influenza Outbreaks Using Both Search Engine Query Data and Social Media Data in South Korea

(2016) Hyekyung Woo et al.   JOURNAL OF MEDICAL INTERNET RESEARCH

Forecasting the 2013–2014 Influenza Season Using Wikipedia

(2015) Kyle S. Hickmann et al.   PLoS Computational Biology

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

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

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

Influenza Forecasting with Google Flu Trends

(2013) Andrea Freyer Dugas et al.   PLoS One

Environmental Predictors of Seasonal Influenza Epidemics across Temperate and Tropical Climates

(2013) James D. Tamerius et al.   PLoS Pathogens

Clinical and socioeconomic impact of seasonal and pandemic influenza in adults and the elderly

(2012) Roberto Gasparini et al.   Human Vaccines & Immunotherapeutics

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

Review Article: Communicable diseases surveillance lessons learned from developed and developing countries: Literature review

(2009) N. Sahal et al.   SCANDINAVIAN JOURNAL OF PUBLIC HEALTH

Pricing infectious disease. The economic and health implications of infectious diseases

(2008) Peter Ndeboc Fonkwo   EMBO REPORTS

Detecting influenza epidemics using search engine query data

(2008) Jeremy Ginsberg et al.   NATURE