Predicting acute kidney injury risk in acute myocardial infarction patients: An artificial intelligence model using medical information mart for intensive care databases.

Dabei Cai,Tingting Xiao,Ailin Zou,Lipeng Mao,Boyu Chi,Yu Wang,Qingjie Wang,Yuan Ji,Ling Sun

Frontiers in cardiovascular medicine（2022）

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摘要

Machine learning algorithms, particularly the random forest algorithm, have improved the accuracy of risk stratification for AKI in AMI patients and are applied to accurately identify the risk of AKI in AMI patients.

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关键词

acute kidney injury,acute myocardia infarction,area under the receiver operating characteristic curve,machine learning,random forest

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