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A Framework for Individualizing Predictions of Disease Trajectories by Exploiting Multi-Resolution Structure., and . NIPS, page 748-756. (2015)Developing Predictive Models Using Electronic Medical Records: Challenges and Pitfalls., , and . AMIA, AMIA, (2013)Learning a Severity Score for Sepsis: A Novel Approach based on Clinical Comparisons., and . AMIA, AMIA, (2015)Advanced Machine Learning for Healthcare., , , , and . CRI, AMIA, (2016)I-SPEC: An End-to-End Framework for Learning Transportable, Shift-Stable Models., and . CoRR, (2020)Reasoning at the Right Time Granularity., , and . UAI, page 326-334. AUAI Press, (2007)Learning Treatment-Response Models from Multivariate Longitudinal Data., , and . UAI, AUAI Press, (2017)JAWS: Auditing Predictive Uncertainty Under Covariate Shift., , and . NeurIPS, (2022)Process Monitoring in the Intensive Care Unit: Assessing Patient Mobility Through Activity Analysis with a Non-Invasive Mobility Sensor., , , , and . MICCAI (1), volume 9900 of Lecture Notes in Computer Science, page 482-490. (2016)JAWS-X: Addressing Efficiency Bottlenecks of Conformal Prediction Under Standard and Feedback Covariate Shift., , and . ICML, volume 202 of Proceedings of Machine Learning Research, page 28167-28190. PMLR, (2023)