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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. 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. PMID: 37873156 Free PMC article. Preprint.
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.
Modeling to predict cases of hantavirus pulmonary syndrome in Chile.
Nsoesie EO, Mekaru SR, Ramakrishnan N, Marathe MV, Brownstein JS. Nsoesie EO, et al. PLoS Negl Trop Dis. 2014 Apr 24;8(4):e2779. doi: 10.1371/journal.pntd.0002779. eCollection 2014 Apr. PLoS Negl Trop Dis. 2014. PMID: 24763320 Free PMC article.
134 results