Scalable multiple imputation for national-scale healthcare registries and EHR pipelines.
BACKGROUND Missing data remain a major challenge in healthcare quality registries and electronic health records (EHRs). Multiple Imputation by Chained Equations (MICE) is widely used for handling missingness in clinical research in a statistically rigorous fashion, but conventional implementations of MICE often become...