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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: liu l. 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.
Modeling the effect of exposure notification and non-pharmaceutical interventions on COVID-19 transmission in Washington state.
Abueg M, Hinch R, Wu N, Liu L, Probert W, Wu A, Eastham P, Shafi Y, Rosencrantz M, Dikovsky M, Cheng Z, Nurtay A, Abeler-Dörner L, Bonsall D, McConnell MV, O'Banion S, Fraser C. Abueg M, et al. Among authors: liu l. NPJ Digit Med. 2021 Mar 12;4(1):49. doi: 10.1038/s41746-021-00422-7. NPJ Digit Med. 2021. PMID: 33712693 Free PMC article.
Genomic assessment of invasion dynamics of SARS-CoV-2 Omicron BA.1.
Tsui JL, McCrone JT, Lambert B, Bajaj S, Inward RPD, Bosetti P, Pena RE, Tegally H, Hill V, Zarebski AE, Peacock TP, Liu L, Wu N, Davis M, Bogoch II, Khan K, Kall M, Abdul Aziz NIB, Colquhoun R, O'Toole Á, Jackson B, Dasgupta A, Wilkinson E, de Oliveira T; COVID-19 Genomics UK (COG-UK) consortium¶; Connor TR, Loman NJ, Colizza V, Fraser C, Volz E, Ji X, Gutierrez B, Chand M, Dellicour S, Cauchemez S, Raghwani J, Suchard MA, Lemey P, Rambaut A, Pybus OG, Kraemer MUG. Tsui JL, et al. Among authors: liu l. Science. 2023 Jul 21;381(6655):336-343. doi: 10.1126/science.adg6605. Epub 2023 Jul 20. Science. 2023. PMID: 37471538 Free PMC article.
Degree of disorder-regulated ion transport through amorphous monolayer carbon.
Liu S, Cao R, Hu J, Tian H, Ma Y, Xue H, Li Z, Yao Z, Li R, Liao P, Wang Y, Yang Zhang L, Yin G, Sasaki U, Guo J, Wang L, Zhang X, Zhou W, Chen J, Fu W, Liu L. Liu S, et al. Among authors: liu l. RSC Adv. 2024 May 28;14(24):17032-17040. doi: 10.1039/d4ra01523a. eCollection 2024 May 22. RSC Adv. 2024. PMID: 38808236 Free PMC article.
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