Utilizing machine learning algorithms for the prediction of carotid artery plaques in a Chinese population

Utilizing machine learning algorithms for the prediction of carotid artery plaques in a Chinese population

Background: Ischemic stroke is a significant global health issue, imposing substantial social and economic burdens. Carotid artery plaques (CAP) serve as an important risk factor for stroke, and early screening can effectively reduce stroke incidence. However, China lacks nationwide data on carotid...

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Bibliographic Details
Main Authors: Shuwei Weng, Jin Chen, Chen Ding, Die Hu, Wenwu Liu, Yanyi Yang, Daoquan Peng
Format: Article
Language:English
Published: Frontiers Media S.A. 2023-11-01
Series:Frontiers in Physiology
Subjects:
carotid artery plaque
machine learning
LightGBM
screening
primary prevention
Online Access:https://www.frontiersin.org/articles/10.3389/fphys.2023.1295371/full

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https://www.frontiersin.org/articles/10.3389/fphys.2023.1295371/full

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