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Analyzing missingness patterns in real-world data using the SMDI toolkit: application to a linked EHR-claims pharmacoepidemiology study.
Raman SR, Hammill BG, Shaw PA, Lee H, Toh S, Connolly JG, Dandreo KJ, Nalawade V, Tian F, Liu W, Li J, Hernández-Muñoz JJ, Glynn RJ, Desai RJ, Weberpals J. Raman SR, et al. Among authors: hernandez munoz jj. BMC Med Res Methodol. 2024 Oct 19;24(1):246. doi: 10.1186/s12874-024-02330-2. BMC Med Res Methodol. 2024. PMID: 39427148 Free PMC article.
The FDA Sentinel Real World Evidence Data Enterprise (RWE-DE).
Desai RJ, Marsolo K, Smith J, Carrell D, Penfold R, Pillai HS, Lii J, Ngan K, Winter R, Adgent M, Ramaprasan A, Driscoll MR, Scarnecchia D, Kiernan D, Draper C, Lyons JG, Khurshid A, Maro JC, Zimmerman R, Brown J, Bright P, Hernández-Muñoz JJ, Matheny ME, Schneeweiss S. Desai RJ, et al. Among authors: hernandez munoz jj. Pharmacoepidemiol Drug Saf. 2024 Oct;33(10):e70028. doi: 10.1002/pds.70028. Pharmacoepidemiol Drug Saf. 2024. PMID: 39385712
Triple challenges-small sample size in both exposure and control groups to scan rare maternal outcomes in a signal identification approach: a simulation study.
Thai TN, Winterstein AG, Suarez EA, He J, Zhao Y, Zhang D, Stojanovic D, Liedtka J, Anderson A, Hernández-Muñoz JJ, Munoz M, Liu W, Dashevsky I, Messenger-Jones E, Siranosian E, Maro JC. Thai TN, et al. Among authors: hernandez munoz jj. Am J Epidemiol. 2024 Dec 2;193(12):1805-1813. doi: 10.1093/aje/kwae151. Am J Epidemiol. 2024. PMID: 38918039
A Principled Approach to Characterize and Analyze Partially Observed Confounder Data from Electronic Health Records.
Weberpals J, Raman SR, Shaw PA, Lee H, Russo M, Hammill BG, Toh S, Connolly JG, Dandreo KJ, Tian F, Liu W, Li J, Hernández-Muñoz JJ, Glynn RJ, Desai RJ. Weberpals J, et al. Among authors: hernandez munoz jj. Clin Epidemiol. 2024 May 21;16:329-343. doi: 10.2147/CLEP.S436131. eCollection 2024. Clin Epidemiol. 2024. PMID: 38798915 Free PMC article.
Risk of Arterial and Venous Thrombotic Events Among Patients with COVID-19: A Multi-National Collaboration of Regulatory Agencies from Canada, Europe, and United States.
Lo Re Iii V, Cocoros NM, Hubbard RA, Dutcher SK, Newcomb CW, Connolly JG, Perez-Vilar S, Carbonari DM, Kempner ME, Hernández-Muñoz JJ, Petrone AB, Pishko AM, Rogers Driscoll ME, Brash JT, Burnett S, Cohet C, Dahl M, DeFor TA, Delmestri A, Djibo DA, Duarte-Salles T, Harrington LB, Kampman M, Kuntz JL, Kurz X, Mercadé-Besora N, Pawloski PA, Rijnbeek PR, Seager S, Steiner CA, Verhamme K, Wu F, Zhou Y, Burn E, Paterson JM, Prieto-Alhambra D. Lo Re Iii V, et al. Among authors: hernandez munoz jj. Clin Epidemiol. 2024 Feb 10;16:71-89. doi: 10.2147/CLEP.S448980. eCollection 2024. Clin Epidemiol. 2024. PMID: 38357585 Free PMC article.
smdi: an R package to perform structural missing data investigations on partially observed confounders in real-world evidence studies.
Weberpals J, Raman SR, Shaw PA, Lee H, Hammill BG, Toh S, Connolly JG, Dandreo KJ, Tian F, Liu W, Li J, Hernández-Muñoz JJ, Glynn RJ, Desai RJ. Weberpals J, et al. Among authors: hernandez munoz jj. JAMIA Open. 2024 Jan 31;7(1):ooae008. doi: 10.1093/jamiaopen/ooae008. eCollection 2024 Apr. JAMIA Open. 2024. PMID: 38304248 Free PMC article.
26 results