Methods/Informatics

Publication Category: Methods/Informatics

Beyond Missingness: Systematizing Methods for Comprehensive Data Fitness Assessment in Clinical Research

Razzaghi H, Wieand K, Dickinson K, Kahn M, Roy J, Blacketer C, Christakis D, Forrest C, Greenberg J, Lehmann H, Marsolo K, Sciolla J, Weiner M, Weiskopf N, Bailey L Beyond Missingness: Systematizing Methods for Comprehensive Data Fitness Assessment in Clinical Research J Med Internet Res 2026;28:e76398 URL: https://www.jmir.org/2026/1/e76398 DOI: 10.2196/76398

Development and validation of a computable phenotype for Turner syndrome utilizing electronic health records from a national pediatric network

Huang SD, Bamba V, Bothwell S, Fechner PY, Furniss A, Ikomi C, Nahata L,Nokoff NJ, Pyle L, Seyoum H, Davis SM. Development and validation of a computable phenotype for Turner syndrome utilizing electronic health records from a national pediatric network. Am J Med Genet A. 2024 Apr;194(4):e63495. doi: 10.1002/ajmg.a.63495. Epub 2023 Dec 8. PMID: 38066696

Learning competing risks across multiple hospitals: one-shot distributed algorithms

Zhang D, Tong J, Jing N, Yang Y, Luo C, Lu Y, Christakis DA, Güthe D, Hornig M, Kelleher KJ, Morse KE, Rogerson CM, Divers J, Carroll RJ, Forrest CB, Chen Y. Learning competing risks across multiple hospitals: one-shot distributed algorithms. J Am Med Inform Assoc. 2024 Mar 8:ocae027. doi: 10.1093/jamia/ocae027. Epub ahead of print. […]

Mixed-methods process evaluation of a respiratory-culture diagnostic stewardship intervention

Chiotos K, Marshall D, Kellom K, Whittaker J, Wolfe H, Woods-Hill C, Stinson H, Keim G, Blumenthal J, Piccione J, Lee G, Sydney G, Gerber J. Mixed-methods process evaluation of a respiratory-culture diagnostic stewardship intervention. Infect Control Hosp Epidemiol. 2023 Feb;44(2):191-199. doi: 10.1017/ice.2022.299. Epub 2023 Jan 3. PMID: 36594433

Biologic Abatement and Capturing Kids’ Outcomes and Flare Frequency in Juvenile Spondyloarthritis (BACK-OFF JSpA): study protocol for a randomized pragmatic trial

Weiss PF, Sears CE, Brandon TG, Forrest CB, Neu E, Kohlheim M, Leal J, Xiao R, Lovell D. Biologic Abatement and Capturing Kids’ Outcomes and Flare Frequency in JuvenileSpondyloarthritis (BACK-OFF JSpA): study protocol for a randomized pragmatic trial. Trials. 2023 Feb 8;24(1):100. 5doi: 10.1186/s13063-022-07038-6. PMID: 36755328; PMCID: PMC9906941

DLMM as a lossless one-shot algorithm for collaborative multi-site distributed linear mixed models

Luo C, Islam MN, Sheils NE, Buresh J, Reps J, Schuemie MJ, Ryan PB, Edmondson M, Duan R, Tong J, Marks-Anglin A, Bian J, Chen Z, Duarte-Salles T, Fernández-Bertolín S, Falconer T, Kim C, Park RW, Pfohl SR, Shah NH, Williams AE, Xu H, Zhou Y, Lautenbach E, Doshi JA, Werner RM, Asch DA, Chen […]

dPQL: a lossless distributed algorithm for generalized linear mixed model with application to privacy-preserving hospital profiling

Luo C, Islam MN, Sheils NE, Buresh J, Schuemie MJ, Doshi JA, Werner RM, Asch DA, Chen Y. dPQL: a lossless distributed algorithm for generalized linear mixed model with application to privacy-preserving hospital profiling. J Am Med Inform Assoc. 2022 Jul 12;29(8):1366-1371. doi: 10.1093/jamia/ocac067. PMID: 35579348; PMCID: PMC9277633

Scroll to Top