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Challenges of COVID-19 Case Forecasting in the US, 2020-2021.
Lopez VK, Cramer EY, Pagano R, Drake JM, O'Dea EB, Adee M, Ayer T, Chhatwal J, Dalgic OO, Ladd MA, Linas BP, Mueller PP, Xiao J, Bracher J, Castro Rivadeneira AJ, Gerding A, Gneiting T, Huang Y, Jayawardena D, Kanji AH, Le K, Mühlemann A, Niemi J, Ray EL, Stark A, Wang Y, Wattanachit N, Zorn MW, Pei S, Shaman J, Yamana TK, Tarasewicz SR, Wilson DJ, Baccam S, Gurung H, Stage S, Suchoski B, Gao L, Gu Z, Kim M, Li X, Wang G, Wang L, Wang Y, Yu S, Gardner L, Jindal S, Marshall M, Nixon K, Dent J, Hill AL, Kaminsky J, Lee EC, Lemaitre JC, Lessler J, Smith CP, Truelove S, Kinsey M, Mullany LC, Rainwater-Lovett K, Shin L, Tallaksen K, Wilson S, Karlen D, Castro L, Fairchild G, Michaud I, Osthus D, Bian J, Cao W, Gao Z, Lavista Ferres J, Li C, Liu TY, Xie X, Zhang S, Zheng S, Chinazzi M, Davis JT, Mu K, Pastore Y Piontti A, Vespignani A, Xiong X, Walraven R, Chen J, Gu Q, Wang L, Xu P, Zhang W, Zou D, Gibson GC, Sheldon D, Srivastava A, Adiga A, Hurt B, Kaur G, Lewis B, Marathe M, Peddireddy AS, Porebski P, Venkatramanan S, Wang L, Prasad PV, Walker JW, Webber AE, Slayton RB, Biggerstaff M, Reich NG, Johansson MA. Lopez VK, et al. Among authors: adiga a. PLoS Comput Biol. 2024 May 6;20(5):e1011200. doi: 10.1371/journal.pcbi.1011200. eCollection 2024 May. PLoS Comput Biol. 2024. PMID: 38709852 Free PMC article.
Mathematical Models for COVID-19 Pandemic: A Comparative Analysis.
Adiga A, Dubhashi D, Lewis B, Marathe M, Venkatramanan S, Vullikanti A. Adiga A, et al. J Indian Inst Sci. 2020;100(4):793-807. doi: 10.1007/s41745-020-00200-6. Epub 2020 Oct 30. J Indian Inst Sci. 2020. PMID: 33144763 Free PMC article. Review.
Data-Driven Modeling for Different Stages of Pandemic Response.
Adiga A, Chen J, Marathe M, Mortveit H, Venkatramanan S, Vullikanti A. Adiga A, et al. J Indian Inst Sci. 2020;100(4):901-915. doi: 10.1007/s41745-020-00206-0. Epub 2020 Nov 16. J Indian Inst Sci. 2020. PMID: 33223629 Free PMC article. Review.
Using Mobility Data to Understand and Forecast COVID19 Dynamics.
Wang L, Ben X, Adiga A, Sadilek A, Tendulkar A, Venkatramanan S, Vullikanti A, Aggarwal G, Talekar A, Chen J, Lewis B, Swarup S, Kapoor A, Tambe M, Marathe M. Wang L, et al. Among authors: adiga a. medRxiv [Preprint]. 2020 Dec 15:2020.12.13.20248129. doi: 10.1101/2020.12.13.20248129. medRxiv. 2020. PMID: 33354685 Free PMC article. Preprint.
All Models Are Useful: Bayesian Ensembling for Robust High Resolution COVID-19 Forecasting.
Adiga A, Wang L, Hurt B, Peddireddy A, Porebski P, Venkatramanan S, Lewis B, Marathe M. Adiga A, et al. medRxiv [Preprint]. 2021 Mar 13:2021.03.12.21253495. doi: 10.1101/2021.03.12.21253495. medRxiv. 2021. PMID: 33758893 Free PMC article. Preprint.
Finally, we also describe how such forecasts are used to increase lead time for training mechanistic scenario projections. Our work demonstrates that such a real-time high resolution forecasting pipeline can be developed by integrating multiple methods within a perf …
Finally, we also describe how such forecasts are used to increase lead time for training mechanistic scenario projections. Our work demonstr …
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: adiga a. 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.
50 results