Three-Month Real-Time Dengue Forecast Models: An Early Warning System for Outbreak Alerts and Policy Decision Support in Singapore.
Shi Y, Liu X, Kok SY, Rajarethinam J, Liang S, Yap G, Chong CS, Lee KS, Tan SS, Chin CK, Lo A, Kong W, Ng LC, Cook AR.
Shi Y, et al. Among authors: rajarethinam j.
Environ Health Perspect. 2016 Sep;124(9):1369-75. doi: 10.1289/ehp.1509981. Epub 2015 Dec 11.
Environ Health Perspect. 2016.
PMID: 26662617
Free PMC article.
CONCLUSIONS: Statistical models built using machine learning methods such as LASSO have the potential to markedly improve forecasting techniques for recurrent infectious disease outbreaks such as dengue. CITATION: Shi Y, Liu X, Kok SY, Rajarethinam J, Liang S, Yap G …
CONCLUSIONS: Statistical models built using machine learning methods such as LASSO have the potential to markedly improve forecasting techni …