Study on the risk of coronary heart disease in middle-aged and young people based on machine learning methods: a retrospective cohort study

Study on the risk of coronary heart disease in middle-aged and young people based on machine learning methods: a retrospective cohort study

Objective To identify coronary heart disease risk factors in young and middle-aged persons and develop a tailored risk prediction model. Methods A retrospective cohort study was used in this research. From January 2017 to January 2020, 553 patients in the Department of Cardiology at a tertiary hospi...

Full description

Bibliographic Details
Main Authors: Jiaoyu Cao, Lixiang Zhang, Likun Ma, Xiaojuan Zhou, Beibei Yang, Wenjing Wang
Format: Article
Language:English
Published: PeerJ Inc. 2022-11-01
Series:PeerJ
Subjects:
Coronary heart disease
Young and middle-aged people
Logistic regression analysis
BP neural network
Random forest
XGBoost
Online Access:https://peerj.com/articles/14078.pdf

Internet

https://peerj.com/articles/14078.pdf

Similar Items