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| Machine Learning Model for the Prediction of Hemorrhage in Intensive Care Units |
| Sora Kang, Chul Park, Jinseok Lee, Dukyong Yoon |
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Healthc Inform Res. 2022;28(4):364-375. Published online October 31, 2022 DOI: https://doi.org/10.4258/hir.2022.28.4.364 |
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A Machine Learning Based Discharge Prediction of Cardiovascular Diseases Patients in Intensive Care Units Healthcare. 2022;10(6):966  Mortality Prediction in Cerebral Hemorrhage Patients Using Machine Learning Algorithms in Intensive Care Units Frontiers in Neurology. 2021;11: Machine Learning Model for the Prediction of Hemorrhage in Intensive Care Units Healthcare Informatics Research. 2022;28(4):364-375 Early prediction of hypothermia in pediatric intensive care units using machine learning Frontiers in Physiology. 2022;13: Machine Learning Classifier Models Can Identify Delirium in Intensive Care Units . 2021; Prediction Models for Sepsis-Associated Thrombocytopenia Risk in Intensive Care Units Based on a Machine Learning Algorithm Frontiers in Medicine. 2022;9: Building a better machine learning model of extubation for neurocritical care patients Intensive Care Medicine. 2022;49(1):119-120 The Clinical Application of Machine Learning-Based Models for Early Prediction of Hemorrhage in Trauma Intensive Care Units Journal of Personalized Medicine. 2022;12(11):1901 Early prediction of carbapenem-resistant Gram-negative bacterial carriage in intensive care units using machine learning Journal of Global Antimicrobial Resistance. 2022;29:225-231 Prediction model of in-hospital mortality in intensive care unit patients with cardiac arrest: a retrospective analysis of MIMIC -Ⅳ database based on machine learning . 2023; |
