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Personalized Risk Scoring for Critical Care Patients using Mixtures of Gaussian Process Experts., , , and . CoRR, (2016)Feature Selection for Survival Analysis with Competing Risks using Deep Learning., , and . CoRR, (2018)Individualized Risk Prognosis for Critical Care Patients: A Multi-task Gaussian Process Model., , , and . CoRR, (2017)Personalized Survival Predictions for Cardiac Transplantation via Trees of Predictors., , , , , and . CoRR, (2017)Estimating Missing Data in Temporal Data Streams Using Multi-directional Recurrent Neural Networks., , and . CoRR, (2017)Design of a Dynamic Data-Driven System for Multispectral Video Processing., , , , , , and . Handbook of Dynamic Data Driven Applications Systems, Springer, (2018)DeepHit: A Deep Learning Approach to Survival Analysis With Competing Risks., , , and . AAAI, page 2314-2321. AAAI Press, (2018)Deep Sensing: Active Sensing using Multi-directional Recurrent Neural Networks., , and . ICLR (Poster), OpenReview.net, (2018)MATCH-Net: Dynamic Prediction in Survival Analysis using Convolutional Neural Networks., , and . CoRR, (2018)Adaptive Ensemble Learning with Confidence Bounds for Personalized Diagnosis., , and . AAAI Workshop: Expanding the Boundaries of Health Informatics Using AI, volume WS-16-08 of AAAI Technical Report, AAAI Press, (2016)978-1-57735-759-9.