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Predicting readmission or death after discharge from the ICU: External validation and retraining of a machine learning model.

, , , , , , , and . AMIA, AMIA, (2022)

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Prediction of Acute Kidney Injury in the Intensive Care Unit: Preliminary Findings in a European Open Access Database., , , , , , , , , and 3 other author(s). MIE, volume 294 of Studies in Health Technology and Informatics, page 139-140. IOS Press, (2022)Transatlantic transferability of a new reinforcement learning model for optimizing haemodynamic treatment for critically ill patients with sepsis., , , , , , , , and . Artif. Intell. Medicine, (2021)Out-of-Distribution Detection for Medical Applications: Guidelines for Practical Evaluation., , , and . CoRR, (2021)Yet Another ICU Benchmark: A Flexible Multi-Center Framework for Clinical ML., , , , , and . CoRR, (2023)Hide-and-Seek Privacy Challenge., , , , , , , , , and . CoRR, (2020)Transferring Clinical Prediction Models Across Hospitals and Electronic Health Record Systems., , , , , , and . PKDD/ECML Workshops (1), volume 1167 of Communications in Computer and Information Science, page 605-621. Springer, (2019)Hide-and-Seek Privacy Challenge: Synthetic Data Generation vs. Patient Re-identification., , , , , , , , , and . NeurIPS (Competition and Demos), volume 133 of Proceedings of Machine Learning Research, page 206-215. PMLR, (2020)Predicting readmission or death after discharge from the ICU: External validation and retraining of a machine learning model., , , , , , , and . AMIA, AMIA, (2022)A pragmatic approach to estimating average treatment effects from EHR data: the effect of prone positioning on mechanically ventilated COVID-19 patients., , , , , , , , , and 40 other author(s). CoRR, (2021)Assess and validate predictive performance of models for in-hospital mortality in COVID-19 patients: A retrospective cohort study in the Netherlands comparing the value of registry data with high-granular electronic health records., , , , , , , , , and 39 other author(s). Int. J. Medical Informatics, (2022)