Uncertainty-Aware Variational-Recurrent Imputation Network for Clinical Time Series

Keyphrases

• Temporal Dynamics 100%
• Variational 100%
• Electronic Health Records 100%
• Correlated Features 100%
• Clinical Time Series 100%
• Uncertainty-aware 100%
• State-of-the-art Techniques 50%
• Clinical Outcomes 50%
• High Dimension 50%
• Clinical Observation 50%
• Publicly Available 50%
• Temporal Relations 50%
• Sparsity 50%
• Set-aside 50%
• Imputation Methods 50%
• Prediction Network 50%
• Deep Generative Models 50%
• Physionet Challenge 50%
• Temporal Uncertainty 50%

Computer Science

• Temporal Dynamic 100%
• Great Number 50%
• Sparsity 50%
• High Dimensionality 50%
• Clinical Outcome 50%
• Deep Generative Model 50%

Mathematics

• Missing Value 100%
• Imputation Method 33%