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- Generative Attention Networks for Multi-Agent Behavioral Modeling
- DBUS: Human Driving Behavior Understanding System
- D$textasciicircum2$-City: A Large-Scale Dashcam Video Dataset of Diverse Traffic Scenarios
- Recurrent Neural Networks for Multivariate Time Series with Missing Values
- Hierarchical Deep Generative Models for Multi-Rate Multivariate Time Series
- Utilizing Machine Learning and Automated Performance Metrics to Evaluate Robot-Assisted Radical Prostatectomy Performance and Predict Outcomes
- Deep Learning Solutions for Classifying Patients on Opioid Use
- Relational Multi-Instance Learning for Concept Annotation from Medical Time Series
- Benchmark of Deep Learning Models on Large Healthcare MIMIC Datasets
- Boosting Deep Learning Risk Prediction with Generative Adversarial Networks for Electronic Health Records
- Interpretable Deep Models for ICU Outcome Prediction
- DECADE: A Deep Metric Learning Model for Multivariate Time Series
- Time Series Feature Learning with Applications to Health Care
- An Examination of Multivariate Time Series Hashing with Applications to Health Care
- Computational discovery of physiomes in critically ill children using deep learning