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The medical algorithmic audit论文
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The harm of class imbalance corrections for risk prediction models: illustration and simulation using logistic regression论文
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Clinical artificial intelligence quality improvement: towards continual monitoring and updating of AI algorithms in healthcare论文
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Prospective, multi-site study of patient outcomes after implementation of the TREWS machine learning-based early warning system for sepsis论文
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Machine learning-based prediction of adverse events following an acute coronary syndrome (PRAISE): a modelling study of pooled datasets论文
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Moving from bytes to bedside: a systematic review on the use of artificial intelligence in the intensive care unit论文
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Artificial intelligence in sepsis early prediction and diagnosis using unstructured data in healthcare论文
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A tutorial on calibration measurements and calibration models for clinical prediction models论文
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The myth of generalisability in clinical research and machine learning in health care论文
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Combining structured and unstructured data for predictive models: a deep learning approach论文
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Machine Learning to Predict Mortality and Critical Events in a Cohort of Patients With COVID-19 in New York City: Model Development and Validation论文
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Predicting 30-days mortality for MIMIC-III patients with sepsis-3: a machine learning approach using XGboost论文
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Dynamic and explainable machine learning prediction of mortality in patients in the intensive care unit: a retrospective study of high-frequency data in electronic patient records论文
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Early triage of critically ill COVID-19 patients using deep learning论文
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Early prediction of circulatory failure in the intensive care unit using machine learning论文
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A clinically applicable approach to continuous prediction of future acute kidney injury论文
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Calibration: the Achilles heel of predictive analytics论文
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