Time Series Forecasting, Classification, Deep Learning, Recurrent Neural Network, Missing Data.
Blending the imputation methods and prediction models leads to two separate steps, which leads to not exploring missing patterns properly; Consequently, suboptimal analysis results have appeared. Figure 1. Demonstration of informative missingness on MIMIC-lll dataset. The bottom figure shows the