Development and Validation of a Prediction Model for Elevated Arterial Stiffness in Chinese Patients With Diabetes Using Machine Learning

Development and Validation of a Prediction Model for Elevated Arterial Stiffness in Chinese Patients With Diabetes Using Machine Learning

BackgroundArterial stiffness assessed by pulse wave velocity is a major risk factor for cardiovascular diseases. The incidence of cardiovascular events remains high in diabetics. However, a clinical prediction model for elevated arterial stiffness using machine learning to identify subjects conseque...

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Bibliographic Details
Main Authors: Qingqing Li, Wenhui Xie, Liping Li, Lijing Wang, Qinyi You, Lu Chen, Jing Li, Yilang Ke, Jun Fang, Libin Liu, Huashan Hong
Format: Article
Language:English
Published: Frontiers Media S.A. 2021-08-01
Series:Frontiers in Physiology
Subjects:
arterial stiffness
LASSO
machine learning
gradient boosting
web tool
Online Access:https://www.frontiersin.org/articles/10.3389/fphys.2021.714195/full

Internet

https://www.frontiersin.org/articles/10.3389/fphys.2021.714195/full

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