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The Use of Machine Learning for the Care of Hypertension and Heart Failure.

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第一作者： Anping,Cai

第一单位： Department of Cardiology, Guangdong Cardiovascular Institute, Hypertension Research Laboratory, Guangdong Provincial People's Hospital, Guangdong Academy of Medical Sciences, Guangzhou, China.

作者： Anping,Cai ^[1] ; Yicheng,Zhu ^[1] ; Stephen A,Clarkson ^[2] ; Yingqing,Feng ^[1]

作者单位： Department of Cardiology, Guangdong Cardiovascular Institute, Hypertension Research Laboratory, Guangdong Provincial People's Hospital, Guangdong Academy of Medical Sciences, Guangzhou, China. ^[1] Division of Cardiovascular Disease, Department of Medicine, University of Alabama at Birmingham, Birmingham, Alabama, USA. ^[2]

关键词 ANN, artificial neural network AUC, area under the curve CNN, convolutional neural network HFpEF, heart failure with preserved ejection fraction LRM, linear or logistic regression model LVDD, left ventricular diastolic dysfunction LVH, left ventricular hypertrophy ML, machine learning RF, random forest SVM, support vector machine algorithms heart failure hypertension machine learning

DOI 10.1016/j.jacasi.2021.07.005

PMID 36338169

发布时间 2024-09-06

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JACC. Asia

2021年1卷2期

162-172页

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