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Forecasting influenza activity using machine-learned mobility map.
Venkatramanan S, Sadilek A, Fadikar A, Barrett CL, Biggerstaff M, Chen J, Dotiwalla X, Eastham P, Gipson B, Higdon D, Kucuktunc O, Lieber A, Lewis BL, Reynolds Z, Vullikanti AK, Wang L, Marathe M. Venkatramanan S, et al. Among authors: biggerstaff m. Nat Commun. 2021 Feb 9;12(1):726. doi: 10.1038/s41467-021-21018-5. Nat Commun. 2021. PMID: 33563980 Free PMC article.
Pregnancy Outcomes After Maternal Zika Virus Infection During Pregnancy - U.S. Territories, January 1, 2016-April 25, 2017.
Shapiro-Mendoza CK, Rice ME, Galang RR, Fulton AC, VanMaldeghem K, Prado MV, Ellis E, Anesi MS, Simeone RM, Petersen EE, Ellington SR, Jones AM, Williams T, Reagan-Steiner S, Perez-Padilla J, Deseda CC, Beron A, Tufa AJ, Rosinger A, Roth NM, Green C, Martin S, Lopez CD, deWilde L, Goodwin M, Pagano HP, Mai CT, Gould C, Zaki S, Ferrer LN, Davis MS, Lathrop E, Polen K, Cragan JD, Reynolds M, Newsome KB, Huertas MM, Bhatangar J, Quiñones AM, Nahabedian JF, Adams L, Sharp TM, Hancock WT, Rasmussen SA, Moore CA, Jamieson DJ, Munoz-Jordan JL, Garstang H, Kambui A, Masao C, Honein MA, Meaney-Delman D; Zika Pregnancy and Infant Registries Working Group. Shapiro-Mendoza CK, et al. MMWR Morb Mortal Wkly Rep. 2017 Jun 16;66(23):615-621. doi: 10.15585/mmwr.mm6623e1. MMWR Morb Mortal Wkly Rep. 2017. PMID: 28617773 Free PMC article.
Technology to advance infectious disease forecasting for outbreak management.
George DB, Taylor W, Shaman J, Rivers C, Paul B, O'Toole T, Johansson MA, Hirschman L, Biggerstaff M, Asher J, Reich NG. George DB, et al. Among authors: biggerstaff m. Nat Commun. 2019 Sep 2;10(1):3932. doi: 10.1038/s41467-019-11901-7. Nat Commun. 2019. PMID: 31477707 Free PMC article.
Applying infectious disease forecasting to public health: a path forward using influenza forecasting examples.
Lutz CS, Huynh MP, Schroeder M, Anyatonwu S, Dahlgren FS, Danyluk G, Fernandez D, Greene SK, Kipshidze N, Liu L, Mgbere O, McHugh LA, Myers JF, Siniscalchi A, Sullivan AD, West N, Johansson MA, Biggerstaff M. Lutz CS, et al. Among authors: biggerstaff m. BMC Public Health. 2019 Dec 10;19(1):1659. doi: 10.1186/s12889-019-7966-8. BMC Public Health. 2019. PMID: 31823751 Free PMC article.
Modeling of Future COVID-19 Cases, Hospitalizations, and Deaths, by Vaccination Rates and Nonpharmaceutical Intervention Scenarios - United States, April-September 2021.
Borchering RK, Viboud C, Howerton E, Smith CP, Truelove S, Runge MC, Reich NG, Contamin L, Levander J, Salerno J, van Panhuis W, Kinsey M, Tallaksen K, Obrecht RF, Asher L, Costello C, Kelbaugh M, Wilson S, Shin L, Gallagher ME, Mullany LC, Rainwater-Lovett K, Lemaitre JC, Dent J, Grantz KH, Kaminsky J, Lauer SA, Lee EC, Meredith HR, Perez-Saez J, Keegan LT, Karlen D, Chinazzi M, Davis JT, Mu K, Xiong X, Pastore Y Piontti A, Vespignani A, Srivastava A, Porebski P, Venkatramanan S, Adiga A, Lewis B, Klahn B, Outten J, Schlitt J, Corbett P, Telionis PA, Wang L, Peddireddy AS, Hurt B, Chen J, Vullikanti A, Marathe M, Healy JM, Slayton RB, Biggerstaff M, Johansson MA, Shea K, Lessler J. Borchering RK, et al. Among authors: biggerstaff m. MMWR Morb Mortal Wkly Rep. 2021 May 14;70(19):719-724. doi: 10.15585/mmwr.mm7019e3. MMWR Morb Mortal Wkly Rep. 2021. PMID: 33988185 Free PMC article.
Projected resurgence of COVID-19 in the United States in July-December 2021 resulting from the increased transmissibility of the Delta variant and faltering vaccination.
Truelove S, Smith CP, Qin M, Mullany LC, Borchering RK, Lessler J, Shea K, Howerton E, Contamin L, Levander J, Salerno J, Hochheiser H, Kinsey M, Tallaksen K, Wilson S, Shin L, Rainwater-Lovett K, Lemaitre JC, Dent J, Kaminsky J, Lee EC, Perez-Saez J, Hill A, Karlen D, Chinazzi M, Davis JT, Mu K, Xiong X, Piontti APY, Vespignani A, Srivastava A, Porebski P, Venkatramanan S, Adiga A, Lewis B, Klahn B, Outten J, Schlitt J, Corbett P, Telionis PA, Wang L, Peddireddy AS, Hurt B, Chen J, Vullikanti A, Marathe M, Hoops S, Bhattacharya P, Machi D, Chen S, Paul R, Janies D, Thill JC, Galanti M, Yamana T, Pei S, Shaman J, Reich NG, Healy JM, Slayton RB, Biggerstaff M, Johansson MA, Runge MC, Viboud C. Truelove S, et al. Among authors: biggerstaff m. medRxiv [Preprint]. 2021 Sep 2:2021.08.28.21262748. doi: 10.1101/2021.08.28.21262748. medRxiv. 2021. PMID: 34494030 Free PMC article. Updated. Preprint.
Recommended reporting items for epidemic forecasting and prediction research: The EPIFORGE 2020 guidelines.
Pollett S, Johansson MA, Reich NG, Brett-Major D, Del Valle SY, Venkatramanan S, Lowe R, Porco T, Berry IM, Deshpande A, Kraemer MUG, Blazes DL, Pan-Ngum W, Vespigiani A, Mate SE, Silal SP, Kandula S, Sippy R, Quandelacy TM, Morgan JJ, Ball J, Morton LC, Althouse BM, Pavlin J, van Panhuis W, Riley S, Biggerstaff M, Viboud C, Brady O, Rivers C. Pollett S, et al. Among authors: biggerstaff m. PLoS Med. 2021 Oct 19;18(10):e1003793. doi: 10.1371/journal.pmed.1003793. eCollection 2021 Oct. PLoS Med. 2021. PMID: 34665805 Free PMC article.
Projected resurgence of COVID-19 in the United States in July-December 2021 resulting from the increased transmissibility of the Delta variant and faltering vaccination.
Truelove S, Smith CP, Qin M, Mullany LC, Borchering RK, Lessler J, Shea K, Howerton E, Contamin L, Levander J, Kerr J, Hochheiser H, Kinsey M, Tallaksen K, Wilson S, Shin L, Rainwater-Lovett K, Lemairtre JC, Dent J, Kaminsky J, Lee EC, Perez-Saez J, Hill A, Karlen D, Chinazzi M, Davis JT, Mu K, Xiong X, Pastore Y Piontti A, Vespignani A, Srivastava A, Porebski P, Venkatramanan S, Adiga A, Lewis B, Klahn B, Outten J, Orr M, Harrison G, Hurt B, Chen J, Vullikanti A, Marathe M, Hoops S, Bhattacharya P, Machi D, Chen S, Paul R, Janies D, Thill JC, Galanti M, Yamana TK, Pei S, Shaman JL, Healy JM, Slayton RB, Biggerstaff M, Johansson MA, Runge MC, Viboud C. Truelove S, et al. Among authors: biggerstaff m. Elife. 2022 Jun 21;11:e73584. doi: 10.7554/eLife.73584. Elife. 2022. PMID: 35726851 Free PMC article.
130 results