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Predicting seasonal influenza using supermarket retail records.
Miliou I, Xiong X, Rinzivillo S, Zhang Q, Rossetti G, Giannotti F, Pedreschi D, Vespignani A. Miliou I, et al. Among authors: zhang q. PLoS Comput Biol. 2021 Jul 12;17(7):e1009087. doi: 10.1371/journal.pcbi.1009087. eCollection 2021 Jul. PLoS Comput Biol. 2021. PMID: 34252075 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.
Collaborative efforts to forecast seasonal influenza in the United States, 2015-2016.
McGowan CJ, Biggerstaff M, Johansson M, Apfeldorf KM, Ben-Nun M, Brooks L, Convertino M, Erraguntla M, Farrow DC, Freeze J, Ghosh S, Hyun S, Kandula S, Lega J, Liu Y, Michaud N, Morita H, Niemi J, Ramakrishnan N, Ray EL, Reich NG, Riley P, Shaman J, Tibshirani R, Vespignani A, Zhang Q, Reed C; Influenza Forecasting Working Group. McGowan CJ, et al. Among authors: zhang q. Sci Rep. 2019 Jan 24;9(1):683. doi: 10.1038/s41598-018-36361-9. Sci Rep. 2019. PMID: 30679458 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.
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.
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