GRU-TV: Time- and velocity-aware GRU for patient representation on multivariate clinical time-series data

Ningtao Liu, Ruoxi Gao, Jing Yuan +3

Electronic health records (EHRs) are usually highly dimensional, heterogeneous, and multimodal. Besides, the random recording of clinical variables results in high missing rates an…