Development and validation of a carotid plaque risk prediction model for coal miners

Development and validation of a carotid plaque risk prediction model for coal miners

ObjectiveCarotid plaque represents an independent risk factor for cardiovascular disease and a significant threat to human health. The aim of the study is to develop an accurate and interpretable predictive model for early detection the occurrence of carotid plaque.MethodsA cross-sectional study was...

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Main Authors: Yi-Chun Li, Tie-Ru Zhang, Fan Zhang, Chao-Qun Cui, Yu-Tong Yang, Jian-Guang Hao, Jian-Ru Wang, Jiao Wu, Hai-Wang Gao, Ying-Bo Liu, Ming-Zhong Luo, Li-Jian Lei
Format: Article
Language:English
Published: Frontiers Media S.A. 2025-05-01
Series:Frontiers in Cardiovascular Medicine
Subjects:
XGBoost
nomogram
machine learning
coal miners
carotid plaque
Online Access:https://www.frontiersin.org/articles/10.3389/fcvm.2025.1490961/full
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