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The RAPIDD ebola forecasting challenge: Synthesis and lessons learnt.
Viboud C, Sun K, Gaffey R, Ajelli M, Fumanelli L, Merler S, Zhang Q, Chowell G, Simonsen L, Vespignani A; RAPIDD Ebola Forecasting Challenge group. Viboud C, et al. Among authors: zhang q. Epidemics. 2018 Mar;22:13-21. doi: 10.1016/j.epidem.2017.08.002. Epub 2017 Aug 26. Epidemics. 2018. PMID: 28958414 Free PMC article.
Results from the second year of a collaborative effort to forecast influenza seasons in the United States.
Biggerstaff M, Johansson M, Alper D, Brooks LC, Chakraborty P, Farrow DC, Hyun S, Kandula S, McGowan C, Ramakrishnan N, Rosenfeld R, Shaman J, Tibshirani R, Tibshirani RJ, Vespignani A, Yang W, Zhang Q, Reed C. Biggerstaff M, et al. Among authors: zhang q. Epidemics. 2018 Sep;24:26-33. doi: 10.1016/j.epidem.2018.02.003. Epub 2018 Feb 24. Epidemics. 2018. PMID: 29506911 Free PMC article.
Spread of Zika virus in the Americas.
Zhang Q, Sun K, Chinazzi M, Pastore Y Piontti A, Dean NE, Rojas DP, Merler S, Mistry D, Poletti P, Rossi L, Bray M, Halloran ME, Longini IM Jr, Vespignani A. Zhang Q, et al. Proc Natl Acad Sci U S A. 2017 May 30;114(22):E4334-E4343. doi: 10.1073/pnas.1620161114. Epub 2017 Apr 25. Proc Natl Acad Sci U S A. 2017. PMID: 28442561 Free PMC article.
Combining Participatory Influenza Surveillance with Modeling and Forecasting: Three Alternative Approaches.
Brownstein JS, Chu S, Marathe A, Marathe MV, Nguyen AT, Paolotti D, Perra N, Perrotta D, Santillana M, Swarup S, Tizzoni M, Vespignani A, Vullikanti AKS, Wilson ML, Zhang Q. Brownstein JS, et al. Among authors: zhang q. JMIR Public Health Surveill. 2017 Nov 1;3(4):e83. doi: 10.2196/publichealth.7344. JMIR Public Health Surveill. 2017. PMID: 29092812 Free PMC article.
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