Big Data Opportunities for Global Infectious Disease Surveillance

Global mapping of infectious disease

(2013) S. I. Hay et al.   PHILOSOPHICAL TRANSACTIONS OF THE ROYAL SOCIETY B-BIOLOGICAL SCIENCES

Disability-adjusted life years (DALYs) for 291 diseases and injuries in 21 regions, 1990–2010: a systematic analysis for the Global Burden of Disease Study 2010

(2012) Christopher J L Murray et al.   LANCET

Dengue

(2012) Cameron P. Simmons et al.   NEW ENGLAND JOURNAL OF MEDICINE

A global map of dominant malaria vectors

(2012) Marianne E Sinka et al.   Parasites & Vectors

Digital Epidemiology

(2012) Marcel Salathé et al.   PLoS Computational Biology

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

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

Species distribution modelling—Effect of design and sample size of pseudo-absence observations

(2011) Jogeir N. Stokland et al.   ECOLOGICAL MODELLING

GenBank

(2011) D. A. Benson et al.   NUCLEIC ACIDS RESEARCH

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

Using Web Search Query Data to Monitor Dengue Epidemics: A New Model for Neglected Tropical Disease Surveillance

(2011) Emily H. Chan et al.   PLoS Neglected Tropical Diseases

Crowdsourcing, citizen sensing and sensor web technologies for public and environmental health surveillance and crisis management: trends, OGC standards and application examples

(2011) Maged N Kamel Boulos et al.   International Journal of Health Geographics

Global capacity for emerging infectious disease detection

(2010) E. H. Chan et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Digital Disease Detection — Harnessing the Web for Public Health Surveillance

(2009) John S. Brownstein et al.   NEW ENGLAND JOURNAL OF MEDICINE

A working guide to boosted regression trees

(2008) J. Elith et al.   JOURNAL OF ANIMAL ECOLOGY

Global trends in emerging infectious diseases

(2008) Kate E. Jones et al.   NATURE

Global Data for Ecology and Epidemiology: A Novel Algorithm for Temporal Fourier Processing MODIS Data

(2008) Jörn P. W. Scharlemann et al.   PLoS One

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

(2008) John S Brownstein et al.   PLOS MEDICINE

Assessing the effects of pseudo-absences on predictive distribution model performance

(2007) Rosa M. Chefaoui et al.   ECOLOGICAL MODELLING