Evaluation of mechanistic and statistical methods in forecasting influenza-like illness

Prediction of infectious disease epidemics via weighted density ensembles

(2018) Evan L. Ray et al.   PLoS Computational Biology

Subregional Nowcasts of Seasonal Influenza Using Search Trends

(2017) Sasikiran Kandula et al.   JOURNAL OF MEDICAL INTERNET RESEARCH

Infectious disease prediction with kernel conditional density estimation

(2017) Evan L. Ray et al.   STATISTICS IN MEDICINE

Counteracting structural errors in ensemble forecast of influenza outbreaks

(2017) Sen Pei et al.   Nature Communications

Individual versus superensemble forecasts of seasonal influenza outbreaks in the United States

(2017) Teresa K. Yamana et al.   PLoS Computational Biology

The use of ambient humidity conditions to improve influenza forecast

(2017) Jeffrey Shaman et al.   PLoS Computational Biology

A human judgment approach to epidemiological forecasting

(2017) David C. Farrow et al.   PLoS Computational Biology

Superensemble forecasts of dengue outbreaks

(2016) Teresa K. Yamana et al.   Journal of the Royal Society Interface

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

(2016) M. Santillana et al.   Scientific Reports

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

Flexible Modeling of Epidemics with an Empirical Bayes Framework

(2015) Logan C. Brooks 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

Estimating Influenza Disease Burden from Population-Based Surveillance Data in the United States

(2015) Carrie Reed et al.   PLoS One

Advances in nowcasting influenza-like illness rates using search query logs

(2015) Vasileios Lampos et al.   Scientific Reports

Influenza Forecasting in Human Populations: A Scoping Review

(2014) Jean-Paul Chretien et al.   PLoS One

Comparison of Filtering Methods for the Modeling and Retrospective Forecasting of Influenza Epidemics

(2014) Wan Yang et al.   PLoS Computational Biology

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

Risk of Dengue for Tourists and Teams during the World Cup 2014 in Brazil

(2014) Willem G. van Panhuis et al.   PLoS Neglected Tropical Diseases

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

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

Predictive Validation of an Influenza Spread Model

(2013) Ayaz Hyder 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

Real-time influenza forecasts during the 2012–2013 season

(2013) Jeffrey Shaman et al.   Nature Communications

Forecasting seasonal outbreaks of influenza

(2012) J. Shaman et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

A SARIMA forecasting model to predict the number of cases of dengue in Campinas, State of São Paulo, Brazil

(2011) Edson Zangiacomi Martinez et al.   Revista da Sociedade Brasileira de Medicina Tropical

Absolute Humidity and the Seasonal Onset of Influenza in the Continental United States

(2010) Jeffrey Shaman et al.   PLOS BIOLOGY

Seasonal transmission potential and activity peaks of the new influenza A(H1N1): a Monte Carlo likelihood analysis based on human mobility

(2009) Duygu Balcan et al.   BMC Medicine

Multiscale mobility networks and the spatial spreading of infectious diseases

(2009) D. Balcan et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Absolute humidity modulates influenza survival, transmission, and seasonality

(2009) J. Shaman et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Detecting influenza epidemics using search engine query data

(2008) Jeremy Ginsberg et al.   NATURE

HealthMap: Global Infectious Disease Monitoring through Automated Classification and Visualization of Internet Media Reports

(2007) C. C. Freifeld et al.   JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION