Machine learning models for predicting the risk factor of carotid plaque in cardiovascular disease

Machine learning models for predicting the risk factor of carotid plaque in cardiovascular disease

IntroductionCardiovascular disease (CVD) is a group of diseases involving the heart or blood vessels and represents a leading cause of death and disability worldwide. Carotid plaque is an important risk factor for CVD that can reflect the severity of atherosclerosis. Accordingly, developing a predic...

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Bibliographic Details
Main Authors: Chengling Bin, Qin Li, Jing Tang, Chaorong Dai, Ting Jiang, Xiufang Xie, Min Qiu, Lumiao Chen, Shaorong Yang
Format: Article
Language:English
Published: Frontiers Media S.A. 2023-09-01
Series:Frontiers in Cardiovascular Medicine
Subjects:
machine learning
prediction model
carotid plaque
shap
cardiovascular disease
Online Access:https://www.frontiersin.org/articles/10.3389/fcvm.2023.1178782/full

Internet

https://www.frontiersin.org/articles/10.3389/fcvm.2023.1178782/full

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