Uncertainty-Gated Stochastic Sequential Model for EHR Mortality Prediction

Eunji Jun, Ahmad Wisnu Mulyadi, Jaehun Choi +1

Electronic health records (EHR) are characterized as non-stationary, heterogeneous, noisy, and sparse data; therefore, it is challenging to learn the regularities or patterns inher…