The widespread adoption of electronic health records (EHRs) has opened up new opportunities for using deep neural networks to enhance healthcare. However, modeling EHR data can be challenging due its complex properties, such as missing values, scarcity in multi-hospital systems, and multimodal irregularity. How tackle various issues EHRs improving medical prediction is under exploration. I sepa...