Recurrent Neural Networks for Multivariate Time Series with Missing Values.

This 12 hour improvement of GRU-D over the two commonly used non-RNN baselines is highly significant in hospital settings such as ICU where accurate early prediction is necessary for making time-saving critical decisions.

also in 132,142 other papers