Learning Representations from Incomplete EHR Data with Dual-Masked Autoencoding

Xiao Xiang, David Restrepo, Hyewon Jeong +2

Electronic health records (EHR) arrive masked. Clinicians order measurements selectively, and any patient table thus contains only a subset of the values that characterize the unde…