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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: ahmedani bk. 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.
Development of the Initial Surveys for the All of Us Research Program.
Cronin RM, Jerome RN, Mapes B, Andrade R, Johnston R, Ayala J, Schlundt D, Bonnet K, Kripalani S, Goggins K, Wallston KA, Couper MP, Elliott MR, Harris P, Begale M, Munoz F, Lopez-Class M, Cella D, Condon D, AuYoung M, Mazor KM, Mikita S, Manganiello M, Borselli N, Fowler S, Rutter JL, Denny JC, Karlson EW, Ahmedani BK, O'Donnell CJ; Vanderbilt University Medical Center Pilot Team, and the Participant Provided Information Committee. Cronin RM, et al. Among authors: ahmedani bk. Epidemiology. 2019 Jul;30(4):597-608. doi: 10.1097/EDE.0000000000001028. Epidemiology. 2019. PMID: 31045611 Free PMC article.
Comparison of family health history in surveys vs electronic health record data mapped to the observational medical outcomes partnership data model in the All of Us Research Program.
Cronin RM, Halvorson AE, Springer C, Feng X, Sulieman L, Loperena-Cortes R, Mayo K, Carroll RJ, Chen Q, Ahmedani BK, Karnes J, Korf B, O'Donnell CJ, Qian J, Ramirez AH. Cronin RM, et al. Among authors: ahmedani bk. J Am Med Inform Assoc. 2021 Mar 18;28(4):695-703. doi: 10.1093/jamia/ocaa315. J Am Med Inform Assoc. 2021. PMID: 33404595 Free PMC article.
Reconciling Statistical and Clinicians' Predictions of Suicide Risk.
Simon GE, Matarazzo BB, Walsh CG, Smoller JW, Boudreaux ED, Yarborough BJH, Shortreed SM, Coley RY, Ahmedani BK, Doshi RP, Harris LI, Schoenbaum M. Simon GE, et al. Among authors: ahmedani bk. Psychiatr Serv. 2021 May 1;72(5):555-562. doi: 10.1176/appi.ps.202000214. Epub 2021 Mar 11. Psychiatr Serv. 2021. PMID: 33691491 Free PMC article.
Examining sociodemographic correlates of opioid use, misuse, and use disorders in the All of Us Research Program.
Yeh HH, Peltz-Rauchman C, Johnson CC, Pawloski PA, Chesla D, Waring SC, Stevens AB, Epstein M, Joseph C, Miller-Matero LR, Gui H, Tang A, Boerwinkle E, Cicek M, Clark CR, Cohn E, Gebo K, Loperena R, Mayo K, Mockrin S, Ohno-Machado L, Schully S, Ramirez AH, Qian J, Ahmedani BK. Yeh HH, et al. Among authors: ahmedani bk. PLoS One. 2023 Aug 18;18(8):e0290416. doi: 10.1371/journal.pone.0290416. eCollection 2023. PLoS One. 2023. PMID: 37594966 Free PMC article.
181 results