Predicting Adverse Drug Events in Chinese Pediatric Inpatients With the Associated Risk Factors: A Machine Learning Study

• Главные авторы: Ze Yu (Автор), Huanhuan Ji (Автор), Jianwen Xiao (Автор), Ping Wei (Автор), Lin Song (Автор), Tingting Tang (Автор), Xin Hao (Автор), Jinyuan Zhang (Автор), Qiaona Qi (Автор), Yuchen Zhou (Автор), Fei Gao (Автор), Yuntao Jia (Автор)
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• Опубликовано: Frontiers Media S.A., 2021-04-01T00:00:00Z.
• Предметы: article
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The aim of this study was to apply machine learning methods to deeply explore the risk factors associated with adverse drug events (ADEs) and predict the occurrence of ADEs in Chinese pediatric inpatients. Data of 1,746 patients aged between 28 days and 18 years (mean age = 3.84 years) were included...