The need for data science in epidemic modelling: Comment on: "Mathematical models to characterize early epidemic growth: A review" by Gerardo Chowell et al.

[1]  C. Viboud,et al.  Mathematical models to characterize early epidemic growth: A review. , 2016, Physics of life reviews.

[2]  H. Rue,et al.  Approximate Bayesian inference for latent Gaussian models by using integrated nested Laplace approximations , 2009 .

[3]  Matt J. Keeling,et al.  Networks and the Epidemiology of Infectious Disease , 2010, Interdisciplinary perspectives on infectious diseases.

[4]  Zbigniew Smoreda,et al.  On the Use of Human Mobility Proxies for Modeling Epidemics , 2013, PLoS Comput. Biol..

[5]  Simon Cauchemez,et al.  Managing and reducing uncertainty in an emerging influenza pandemic. , 2009, The New England journal of medicine.

[6]  W. O. Kermack,et al.  A contribution to the mathematical theory of epidemics , 1927 .

[7]  Jeremy E. Oakley,et al.  Bayesian History Matching of Complex Infectious Disease Models Using Emulation: A Tutorial and a Case Study on HIV in Uganda , 2015, PLoS Comput. Biol..

[8]  Laurent Hébert-Dufresne,et al.  Enhancing disease surveillance with novel data streams: challenges and opportunities , 2015, EPJ Data Science.

[9]  M. Jit,et al.  Vaccination against pandemic influenza A/H1N1v in England: a real-time economic evaluation. , 2010, Vaccine.

[10]  M. Keeling,et al.  Networks and epidemic models , 2005, Journal of The Royal Society Interface.

[11]  J. Robins,et al.  Transmission Dynamics and Control of Severe Acute Respiratory Syndrome , 2003, Science.

[12]  S Riley,et al.  Close encounters of the infectious kind: methods to measure social mixing behaviour , 2012, Epidemiology and Infection.

[13]  Ellen Brooks-Pollock,et al.  A dynamic model of bovine tuberculosis spread and control in Great Britain , 2014, Nature.

[14]  L. Danon,et al.  Individual identity and movement networks for disease metapopulations , 2010, Proceedings of the National Academy of Sciences.

[15]  Ellen Brooks-Pollock,et al.  Estimating the Hidden Burden of Bovine Tuberculosis in Great Britain , 2012, PLoS Comput. Biol..