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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: danciu i. Am J Epidemiol. 2021 Nov 2;190(11):2405-2419. doi: 10.1093/aje/kwab183. Am J Epidemiol. 2021. PMID: 34165150 Free PMC article.
Class imbalance in out-of-distribution datasets: Improving the robustness of the TextCNN for the classification of rare cancer types.
De Angeli K, Gao S, Danciu I, Durbin EB, Wu XC, Stroup A, Doherty J, Schwartz S, Wiggins C, Damesyn M, Coyle L, Penberthy L, Tourassi GD, Yoon HJ. De Angeli K, et al. Among authors: danciu i. J Biomed Inform. 2022 Jan;125:103957. doi: 10.1016/j.jbi.2021.103957. Epub 2021 Nov 22. J Biomed Inform. 2022. PMID: 34823030 Free PMC article.
The Electronic Medical Records and Genomics (eMERGE) Network: past, present, and future.
Gottesman O, Kuivaniemi H, Tromp G, Faucett WA, Li R, Manolio TA, Sanderson SC, Kannry J, Zinberg R, Basford MA, Brilliant M, Carey DJ, Chisholm RL, Chute CG, Connolly JJ, Crosslin D, Denny JC, Gallego CJ, Haines JL, Hakonarson H, Harley J, Jarvik GP, Kohane I, Kullo IJ, Larson EB, McCarty C, Ritchie MD, Roden DM, Smith ME, Böttinger EP, Williams MS; eMERGE Network. Gottesman O, et al. Genet Med. 2013 Oct;15(10):761-71. doi: 10.1038/gim.2013.72. Epub 2013 Jun 6. Genet Med. 2013. PMID: 23743551 Free PMC article. Review.
37 results