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

no code implementations • 4 May 2022 • Ningtao Liu, Ruoxi Gao, Jing Yuan, Calire Park, Shuwei Xing, Shuiping Gou

In this study, we propose a time- and velocity-aware gated recurrent unit model (GRU-TV) for patient representation learning of clinical multivariate time-series data in a time-continuous manner.

Representation Learning Time Series +1