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The All of Us Research Program: Data quality, utility, and diversity.
Ramirez AH, Sulieman L, Schlueter DJ, Halvorson A, Qian J, Ratsimbazafy F, Loperena R, Mayo K, Basford M, Deflaux N, Muthuraman KN, Natarajan K, Kho A, Xu H, Wilkins C, Anton-Culver H, Boerwinkle E, Cicek M, Clark CR, Cohn E, Ohno-Machado L, Schully SD, Ahmedani BK, Argos M, Cronin RM, O'Donnell C, Fouad M, Goldstein DB, Greenland P, Hebbring SJ, Karlson EW, Khatri P, Korf B, Smoller JW, Sodeke S, Wilbanks J, Hentges J, Mockrin S, Lunt C, Devaney SA, Gebo K, Denny JC, Carroll RJ, Glazer D, Harris PA, Hripcsak G, Philippakis A, Roden DM; All of Us Research Program. Ramirez AH, et al. Among authors: natarajan k. Patterns (N Y). 2022 Aug 12;3(8):100570. doi: 10.1016/j.patter.2022.100570. eCollection 2022 Aug 12. Patterns (N Y). 2022. PMID: 36033590 Free PMC article.
Facilitating phenotype transfer using a common data model.
Hripcsak G, Shang N, Peissig PL, Rasmussen LV, Liu C, Benoit B, Carroll RJ, Carrell DS, Denny JC, Dikilitas O, Gainer VS, Howell KM, Klann JG, Kullo IJ, Lingren T, Mentch FD, Murphy SN, Natarajan K, Pacheco JA, Wei WQ, Wiley K, Weng C. Hripcsak G, et al. Among authors: natarajan k. J Biomed Inform. 2019 Aug;96:103253. doi: 10.1016/j.jbi.2019.103253. Epub 2019 Jul 17. J Biomed Inform. 2019. PMID: 31325501 Free PMC article.
The "All of Us" Research Program.
All of Us Research Program Investigators; Denny JC, Rutter JL, Goldstein DB, Philippakis A, Smoller JW, Jenkins G, Dishman E. All of Us Research Program Investigators, et al. N Engl J Med. 2019 Aug 15;381(7):668-676. doi: 10.1056/NEJMsr1809937. N Engl J Med. 2019. PMID: 31412182 Free PMC article.
Identification of patients with drug-resistant epilepsy in electronic medical record data using the Observational Medical Outcomes Partnership Common Data Model.
Castano VG, Spotnitz M, Waldman GJ, Joiner EF, Choi H, Ostropolets A, Natarajan K, McKhann GM, Ottman R, Neugut AI, Hripcsak G, Youngerman BE. Castano VG, et al. Among authors: natarajan k. Epilepsia. 2022 Nov;63(11):2981-2993. doi: 10.1111/epi.17409. Epub 2022 Sep 30. Epilepsia. 2022. PMID: 36106377
732 results