Forecasting dengue and influenza incidences using a sparse representation of Google trends, electronic health records, and time series data

A collaborative multiyear, multimodel assessment of seasonal influenza forecasting in the United States

(2019) Nicholas G. Reich et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Even a good influenza forecasting model can benefit from internet-based nowcasts, but those benefits are limited

(2019) Dave Osthus et al.   PLoS Computational Biology

Using Google Trends and ambient temperature to predict seasonal influenza outbreaks

(2018) Yuzhou Zhang et al.   ENVIRONMENT INTERNATIONAL

Ensemble method for dengue prediction

(2018) Anna L. Buczak et al.   PLoS One

Results from the second year of a collaborative effort to forecast influenza seasons in the United States

(2018) Matthew Biggerstaff et al.   Epidemics

Using data-driven agent-based models for forecasting emerging infectious diseases

(2018) Srinivasan Venkatramanan et al.   Epidemics

Using phenomenological models for forecasting the 2015 Ebola challenge

(2018) Bruce Pell et al.   Epidemics

The RAPIDD ebola forecasting challenge: Synthesis and lessons learnt

(2018) Cécile Viboud et al.   Epidemics

Prediction of influenza-like illness based on the improved artificial tree algorithm and artificial neural network

(2018) Hongping Hu et al.   Scientific Reports

Nonmechanistic forecasts of seasonal influenza with iterative one-week-ahead distributions

(2018) Logan C. Brooks et al.   PLoS Computational Biology

Forecasting influenza epidemics by integrating internet search queries and traditional surveillance data with the support vector machine regression model in Liaoning, from 2011 to 2015

(2018) Feng Liang et al.   PeerJ

Time Series Analysis of Dengue Incidence in Rio de Janeiro, Brazil

(2018) Paula M. Luz et al.   AMERICAN JOURNAL OF TROPICAL MEDICINE AND HYGIENE

Neighbourhood level real-time forecasting of dengue cases in tropical urban Singapore

(2018) Yirong Chen et al.   BMC Medicine

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

(2018) Sasikiran Kandula et al.   Journal of the Royal Society Interface

Optimal multi-source forecasting of seasonal influenza

(2018) Zeynep Ertem et al.   PLoS Computational Biology

Urbanization and humidity shape the intensity of influenza epidemics in U.S. cities

(2018) Benjamin D. Dalziel et al.   SCIENCE

What to know before forecasting the flu

(2018) Prithwish Chakraborty et al.   PLoS Computational Biology

Advances in using Internet searches to track dengue

(2017) Shihao Yang et al.   PLoS Computational Biology

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

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

Dengue prediction by the web: Tweets are a useful tool for estimating and forecasting Dengue at country and city level

(2017) Cecilia de Almeida Marques-Toledo et al.   PLoS Neglected Tropical Diseases

Results from the centers for disease control and prevention’s predict the 2013–2014 Influenza Season Challenge

(2016) Matthew Biggerstaff et al.   BMC INFECTIOUS DISEASES

Superensemble forecasts of dengue outbreaks

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

Prediction of Dengue Outbreaks Based on Disease Surveillance and Meteorological Data

(2016) Aditya Lia Ramadona et al.   PLoS One

Evaluating the performance of infectious disease forecasts: A comparison of climate-driven and seasonal dengue forecasts for Mexico

(2016) Michael A. Johansson et al.   Scientific Reports

Impact of human mobility on the emergence of dengue epidemics in Pakistan

(2015) Amy Wesolowski et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Forecasting the 2013–2014 Influenza Season Using Wikipedia

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

Intra- and Interseasonal Autoregressive Prediction of Dengue Outbreaks Using Local Weather and Regional Climate for a Tropical Environment in Colombia

(2014) Matthew D. Eastin et al.   AMERICAN JOURNAL OF TROPICAL MEDICINE AND HYGIENE

Influenza Forecasting in Human Populations: A Scoping Review

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

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

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

The global distribution and burden of dengue

(2013) Samir Bhatt et al.   NATURE

Dynamic Epidemiological Models for Dengue Transmission: A Systematic Review of Structural Approaches

(2012) Mathieu Andraud et al.   PLoS One

Development of temporal modeling for prediction of dengue infection in Northeastern Thailand

(2012) Siriwan Wongkoon et al.   Asian Pacific Journal of Tropical Medicine

Refining the Global Spatial Limits of Dengue Virus Transmission by Evidence-Based Consensus

(2012) Oliver J. Brady et al.   PLoS Neglected Tropical Diseases

The role of seasonality and import in a minimalistic multi-strain dengue model capturing differences between primary and secondary infections: Complex dynamics and its implications for data analysis

(2011) Maíra Aguiar et al.   JOURNAL OF THEORETICAL BIOLOGY

Global burden of respiratory infections due to seasonal influenza in young children: a systematic review and meta-analysis

(2011) Harish Nair et al.   LANCET

Prediction of Dengue Incidence Using Search Query Surveillance

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

Estimates of US influenza-associated deaths made using four different methods

(2009) William W. Thompson et al.   Influenza and Other Respiratory Viruses