Coronary Heart Disease Risk Prediction Model Based on Machine Learning

Coronary Heart Disease Risk Prediction Model Based on Machine Learning

Background Coronary atherosclerotic heart disease (CHD) is one of the leading causes of mortality worldwide, and research on risk assessment for CHD has been growing annually. However, the issue of data imbalance in these studies is often overlooked, despite its crucial role in enhancing the accurac...

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Bibliographic Details
Main Author: YUE Haitao, HE Chanchan, CHENG Yuyou, ZHANG Sencheng, WU You, MA Jing
Format: Article
Language:zho
Published: Chinese General Practice Publishing House Co., Ltd 2025-02-01
Series:Zhongguo quanke yixue
Subjects:
coronary disease|machine learning|risk prediction model|logistic regression|k-nearest neighbor|support vector machine|decision tree|xgboost
Online Access:https://www.chinagp.net/fileup/1007-9572/PDF/2023.0323.pdf
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