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A Hierarchical Approach to Multi-Event Survival Analysis., , и . AAAI, стр. 591-599. AAAI Press, (2021)Noninvasive Estimation of Hydration Status in Athletes Using Wearable Sensors and a Data-Driven Approach Based on Orthostatic Changes., , , , и . Sensors, 21 (13): 4469 (2021)Mind the Performance Gap: Examining Dataset Shift During Prospective Validation., , , , , , , , , и 1 other автор(ы). MLHC, том 149 из Proceedings of Machine Learning Research, стр. 506-534. PMLR, (2021)Combining chest X-rays and electronic health record (EHR) data using machine learning to diagnose acute respiratory failure., , , , и . J. Am. Medical Informatics Assoc., 29 (6): 1060-1068 (2022)Do no harm: a roadmap for responsible machine learning for health care, , , , , , , , , и 3 other автор(ы). Nature Medicine, 25 (9): 1337--1340 (2019)Counterfactual-Augmented Importance Sampling for Semi-Offline Policy Evaluation., и . CoRR, (2023)Leveraging an Alignment Set in Tackling Instance-Dependent Label Noise., и . CHIL, том 209 из Proceedings of Machine Learning Research, стр. 477-497. PMLR, (2023)Leveraging Factored Action Spaces for Efficient Offline Reinforcement Learning in Healthcare., , , , и . NeurIPS, (2022)Model Selection for Offline Reinforcement Learning: Practical Considerations for Healthcare Settings., и . MLHC, том 149 из Proceedings of Machine Learning Research, стр. 2-35. PMLR, (2021)Deep Reinforcement Learning for Closed-Loop Blood Glucose Control., , , и . MLHC, том 126 из Proceedings of Machine Learning Research, стр. 508-536. PMLR, (2020)