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Privacy-first health research with federated learning.
Sadilek A, Liu L, Nguyen D, Kamruzzaman M, Serghiou S, Rader B, Ingerman A, Mellem S, Kairouz P, Nsoesie EO, MacFarlane J, Vullikanti A, Marathe M, Eastham P, Brownstein JS, Arcas BAY, Howell MD, Hernandez J. Sadilek A, et al. Among authors: marathe m. NPJ Digit Med. 2021 Sep 7;4(1):132. doi: 10.1038/s41746-021-00489-2. NPJ Digit Med. 2021. PMID: 34493770 Free PMC article.
Disease burden among Ukrainians forcibly displaced by the 2022 Russian invasion.
Pandey A, Wells CR, Stadnytskyi V, Moghadas SM, Marathe MV, Sah P, Crystal W, Meyers LA, Singer BH, Nesterova O, Galvani AP. Pandey A, et al. Among authors: marathe mv. Proc Natl Acad Sci U S A. 2023 Feb 21;120(8):e2215424120. doi: 10.1073/pnas.2215424120. Epub 2023 Feb 13. Proc Natl Acad Sci U S A. 2023. PMID: 36780515 Free PMC article.
Informing pandemic response in the face of uncertainty. An evaluation of the U.S. COVID-19 Scenario Modeling Hub.
Howerton E, Contamin L, Mullany LC, Qin M, Reich NG, Bents S, Borchering RK, Jung SM, Loo SL, Smith CP, Levander J, Kerr J, Espino J, van Panhuis WG, Hochheiser H, Galanti M, Yamana T, Pei S, Shaman J, Rainwater-Lovett K, Kinsey M, Tallaksen K, Wilson S, Shin L, Lemaitre JC, Kaminsky J, Hulse JD, Lee EC, McKee C, Hill A, Karlen D, Chinazzi M, Davis JT, Mu K, Xiong X, Piontti APY, Vespignani A, Rosenstrom ET, Ivy JS, Mayorga ME, Swann JL, España G, Cavany S, Moore S, Perkins A, Hladish T, Pillai A, Toh KB, Longini I Jr, Chen S, Paul R, Janies D, Thill JC, Bouchnita A, Bi K, Lachmann M, Fox S, Meyers LA; UT COVID-19 Modeling Consortium; Srivastava A, Porebski P, Venkatramanan S, Adiga A, Lewis B, Klahn B, Outten J, Hurt B, Chen J, Mortveit H, Wilson A, Marathe M, Hoops S, Bhattacharya P, Machi D, Cadwell BL, Healy JM, Slayton RB, Johansson MA, Biggerstaff M, Truelove S, Runge MC, Shea K, Viboud C, Lessler J. Howerton E, et al. Among authors: marathe m. medRxiv [Preprint]. 2023 Jul 3:2023.06.28.23291998. doi: 10.1101/2023.06.28.23291998. medRxiv. 2023. Update in: Nat Commun. 2023 Nov 20;14(1):7260. doi: 10.1038/s41467-023-42680-x PMID: 37461674 Free PMC article. Updated. Preprint.
Scenario Design for Infectious Disease Projections: Integrating Concepts from Decision Analysis and Experimental Design.
Runge MC, Shea K, Howerton E, Yan K, Hochheiser H, Rosenstrom E, Probert WJM, Borchering R, Marathe MV, Lewis B, Venkatramanan S, Truelove S, Lessler J, Viboud C. Runge MC, et al. Among authors: marathe mv. medRxiv [Preprint]. 2023 Oct 12:2023.10.11.23296887. doi: 10.1101/2023.10.11.23296887. medRxiv. 2023. Update in: Epidemics. 2024 Jun;47:100775. doi: 10.1016/j.epidem.2024.100775 PMID: 37873156 Free PMC article. Updated. Preprint.
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: marathe m. 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.
Scenario design for infectious disease projections: Integrating concepts from decision analysis and experimental design.
Runge MC, Shea K, Howerton E, Yan K, Hochheiser H, Rosenstrom E, Probert WJM, Borchering R, Marathe MV, Lewis B, Venkatramanan S, Truelove S, Lessler J, Viboud C. Runge MC, et al. Among authors: marathe mv. Epidemics. 2024 Jun;47:100775. doi: 10.1016/j.epidem.2024.100775. Epub 2024 May 24. Epidemics. 2024. PMID: 38838462 Free article.
A Simulation Optimization Approach to Epidemic Forecasting.
Nsoesie EO, Beckman RJ, Shashaani S, Nagaraj KS, Marathe MV. Nsoesie EO, et al. PLoS One. 2013 Jun 27;8(6):e67164. doi: 10.1371/journal.pone.0067164. Print 2013. PLoS One. 2013. PMID: 23826222 Free PMC article.
145 results