Machine learning outperforms traditional logistic regression and offers new possibilities for cardiovascular risk prediction: A study involving 143,043 Chinese patients with hypertension

Machine learning outperforms traditional logistic regression and offers new possibilities for cardiovascular risk prediction: A study involving 143,043 Chinese patients with hypertension

IntroductionIdentifying people at risk of cardiovascular diseases (CVD) is a cornerstone of preventive cardiology. We developed machine learning (ML) algorithms and investigated their performance in predicting patients’ current CVD risk (coronary heart disease and stroke in this study).Materials and...

Full description

Bibliographic Details
Main Authors: Yang Xi, Hongyi Wang, Ningling Sun
Format: Article
Language:English
Published: Frontiers Media S.A. 2022-11-01
Series:Frontiers in Cardiovascular Medicine
Subjects:
machine learning
CVD
risk prediction
hypertension
traditional logistic regression
Online Access:https://www.frontiersin.org/articles/10.3389/fcvm.2022.1025705/full

Internet

https://www.frontiersin.org/articles/10.3389/fcvm.2022.1025705/full

Similar Items