Application of machine learning algorithms in predicting new onset hypertension: a study based on the China Health and Nutrition Survey

Application of machine learning algorithms in predicting new onset hypertension: a study based on the China Health and Nutrition Survey

Background: Hypertension is a serious chronic disease that can significantly lead to various cardiovascular diseases, affecting vital organs such as the heart, brain, and kidneys. Our goal is to predict the risk of new onset hypertension using machine learning algorithms and identify the characteris...

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Bibliographic Details
Main Authors: Manhui Zhang, Xian Xia, Qiqi Wang, Yue Pan, Guanyi Zhang, Zhigang Wang
Format: Article
Language:English
Published: Komiyama Printing Co. Ltd 2025-01-01
Series:Environmental Health and Preventive Medicine
Subjects:
machine learning algorithms
prediction
new onset hypertension
chns
Online Access:https://www.jstage.jst.go.jp/article/ehpm/30/0/30_24-00270/_html/-char/en
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