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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. 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.
Lymelight: forecasting Lyme disease risk using web search data.
Sadilek A, Hswen Y, Bavadekar S, Shekel T, Brownstein JS, Gabrilovich E. Sadilek A, et al. NPJ Digit Med. 2020 Feb 4;3:16. doi: 10.1038/s41746-020-0222-x. eCollection 2020. NPJ Digit Med. 2020. PMID: 32047861 Free PMC article.
[No title available]
[No authors listed] [No authors listed] PMID: 33531659
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: sadilek a. Nat Commun. 2021 Feb 9;12(1):726. doi: 10.1038/s41467-021-21018-5. Nat Commun. 2021. PMID: 33563980 Free PMC article.
Mapping global variation in human mobility.
Kraemer MUG, Sadilek A, Zhang Q, Marchal NA, Tuli G, Cohn EL, Hswen Y, Perkins TA, Smith DL, Reiner RC Jr, Brownstein JS. Kraemer MUG, et al. Among authors: sadilek a. Nat Hum Behav. 2020 Aug;4(8):800-810. doi: 10.1038/s41562-020-0875-0. Epub 2020 May 18. Nat Hum Behav. 2020. PMID: 32424257
Reply to: On the difficulty of achieving differential privacy in practice: user-level guarantees in aggregate location data.
Bassolas A, Barbosa-Filho H, Dickinson B, Dotiwalla X, Eastham P, Gallotti R, Ghoshal G, Gipson B, Hazarie SA, Kautz H, Kucuktunc O, Lieber A, Sadilek A, Ramasco JJ. Bassolas A, et al. Among authors: sadilek a. Nat Commun. 2022 Jan 10;13(1):30. doi: 10.1038/s41467-021-27567-z. Nat Commun. 2022. PMID: 35013183 Free PMC article. No abstract available.
Hierarchical organization of urban mobility and its connection with city livability.
Bassolas A, Barbosa-Filho H, Dickinson B, Dotiwalla X, Eastham P, Gallotti R, Ghoshal G, Gipson B, Hazarie SA, Kautz H, Kucuktunc O, Lieber A, Sadilek A, Ramasco JJ. Bassolas A, et al. Among authors: sadilek a. Nat Commun. 2019 Oct 23;10(1):4817. doi: 10.1038/s41467-019-12809-y. Nat Commun. 2019. PMID: 31645563 Free PMC article.
Assessing the impact of coordinated COVID-19 exit strategies across Europe.
Ruktanonchai NW, Floyd JR, Lai S, Ruktanonchai CW, Sadilek A, Rente-Lourenco P, Ben X, Carioli A, Gwinn J, Steele JE, Prosper O, Schneider A, Oplinger A, Eastham P, Tatem AJ. Ruktanonchai NW, et al. Among authors: sadilek a. Science. 2020 Sep 18;369(6510):1465-1470. doi: 10.1126/science.abc5096. Epub 2020 Jul 17. Science. 2020. PMID: 32680881 Free PMC article.
23 results