High-dimensional multiple imputation (HDMI) for partially observed confounders including natural language processing-derived auxiliary covariates.
Weberpals J, Shaw PA, Lin KJ, Wyss R, Plasek JM, Zhou L, Ngan K, DeRamus T, Raman SR, Hammill BG, Lee H, Toh S, Connolly JG, Dandreo KJ, Tian F, Liu W, Li J, Hernández-Muñoz JJ, Schneeweiss S, Desai RJ.
Weberpals J, et al. Among authors: lin kj.
Am J Epidemiol. 2025 Jan 22:kwaf017. doi: 10.1093/aje/kwaf017. Online ahead of print.
Am J Epidemiol. 2025.
PMID: 39844590