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Do no harm: a roadmap for responsible machine learning for health care, , , , , , , , , and 3 other author(s). Nature Medicine, 25 (9): 1337--1340 (2019)From pre-test and post-test probabilities to medical decision making., , , , , , and . BMC Medical Informatics Decis. Mak., 24 (1): 210 (December 2024)"The human body is a black box": supporting clinical decision-making with deep learning., , , , , , , , and . FAT*, page 99-109. ACM, (2020)An Improved Multi-Output Gaussian Process RNN with Real-Time Validation for Early Sepsis Detection., , , , , , , and . MLHC, volume 68 of Proceedings of Machine Learning Research, page 243-254. PMLR, (2017)Scalable Joint Modeling of Longitudinal and Point Process Data for Disease Trajectory Prediction and Improving Management of Chronic Kidney Disease., , , and . UAI, AUAI Press, (2016)Predicting Disease Progression with a Model for Multivariate Longitudinal Clinical Data., , , and . MLHC, volume 56 of JMLR Workshop and Conference Proceedings, page 42-54. JMLR.org, (2016)Translating, Implementing, Deploying, and Evaluating Clinical Interventions Using Machine Learning Based Predictive Models: Illustrative Case Studies., , , and . AMIA, AMIA, (2019)Development and Validation of ML-DQA - a Machine Learning Data Quality Assurance Framework for Healthcare., , , , , , , , , and 13 other author(s). MLHC, volume 182 of Proceedings of Machine Learning Research, page 741-759. PMLR, (2022)Presenting machine learning model information to clinical end users with model facts labels., , , and . npj Digit. Medicine, (2020)A framework for understanding label leakage in machine learning for health care., , , and . J. Am. Medical Informatics Assoc., 31 (1): 274-280 (December 2023)