Research on ischemic stroke risk assessment based on CTA radiomics and machine learning

Abstract Background The study explores the value of a model constructed by integrating CTA-based carotid plaque radiomic features, clinical risk factors, and plaque imaging characteristics for prognosticating the risk of ischemic stroke. Methods Data from 123 patients with carotid atherosclerosis we...

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Bibliographic Details
Main Authors: Zhi-Li Li, Hong-Yu Yang, Xiao-Xiao Lv, Ya-Kun Zhang, Xin-Yu Zhu, Yu-Rou Zhang, Li Guo
Format: Article
Language:English
Published: BMC 2025-06-01
Series:BMC Medical Imaging
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Online Access:https://doi.org/10.1186/s12880-025-01697-y
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