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• W2531161714 abstract "Recent events have thrown the spotlight on infectious disease outbreak response. We developed a data-driven method, EpiGro, which can be applied to cumulative case reports to estimate the order of magnitude of the duration, peak and ultimate size of an ongoing outbreak. It is based on a surprisingly simple mathematical property of many epidemiological data sets, does not require knowledge or estimation of disease transmission parameters, is robust to noise and to small data sets, and runs quickly due to its mathematical simplicity. Using data from historic and ongoing epidemics, we present the model. We also provide modeling considerations that justify this approach and discuss its limitations. In the absence of other information or in conjunction with other models, EpiGro may be useful to public health responders." @default.
• W2531161714 created "2016-10-21" @default.
• W2531161714 creator A5026640194 @default.
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• W2531161714 date "2016-12-01" @default.
• W2531161714 modified "2023-09-27" @default.
• W2531161714 title "Data-driven outbreak forecasting with a simple nonlinear growth model" @default.
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• W2531161714 doi "https://doi.org/10.1016/j.epidem.2016.10.002" @default.
• W2531161714 hasPubMedCentralId "https://www.ncbi.nlm.nih.gov/pmc/articles/5159251" @default.
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