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Pharmacoepidemiology, Machine Learning, and COVID-19: An Intent-to-Treat Analysis of Hydroxychloroquine, With or Without Azithromycin, and COVID-19 Outcomes Among Hospitalized US Veterans.
Gerlovin H, Posner DC, Ho YL, Rentsch CT, Tate JP, King JT, Kurgansky KE, Danciu I, Costa L, Linares FA, Goethert ID, Jacobson DA, Freiberg MS, Begoli E, Muralidhar S, Ramoni RB, Tourassi G, Gaziano JM, Justice AC, Gagnon DR, Cho K. Gerlovin H, et al. Among authors: begoli e. Am J Epidemiol. 2021 Nov 2;190(11):2405-2419. doi: 10.1093/aje/kwab183. Am J Epidemiol. 2021. PMID: 34165150 Free PMC article.
Network-medicine framework for studying disease trajectories in U.S. veterans.
do Valle IF, Ferolito B, Gerlovin H, Costa L, Demissie S, Linares F, Cohen J, Gagnon DR, Gaziano JM, Begoli E, Cho K, Barabási AL. do Valle IF, et al. Among authors: begoli e. Sci Rep. 2022 Jul 14;12(1):12018. doi: 10.1038/s41598-022-15764-9. Sci Rep. 2022. PMID: 35835798 Free PMC article.
Clinical knowledge extraction via sparse embedding regression (KESER) with multi-center large scale electronic health record data.
Hong C, Rush E, Liu M, Zhou D, Sun J, Sonabend A, Castro VM, Schubert P, Panickan VA, Cai T, Costa L, He Z, Link N, Hauser R, Gaziano JM, Murphy SN, Ostrouchov G, Ho YL, Begoli E, Lu J, Cho K, Liao KP, Cai T; VA Million Veteran Program. Hong C, et al. Among authors: begoli e. NPJ Digit Med. 2021 Oct 27;4(1):151. doi: 10.1038/s41746-021-00519-z. NPJ Digit Med. 2021. PMID: 34707226 Free PMC article.
22 results