Progress of radiomics combined with artificial intelligence in the diagnosis of carotid atherosclerotic plaque and ischemic stroke
LIU Yusen
HUI Pinjing
Abstract：Carotid atherosclerotic plaque is an important pathological and clinical diagnostic basis associated with the occurrence and progression of ischemic stroke(IS).Early assessment of carotid plaque nature is helpful for stratified management of patients.In conjunction with artificial intelligence(AI)techniques,radiomics can extract high-throughput data and be used to help determine the nature of carotid plaque,forecast the onset and progression of cerebrovascular episodes,and assess the prognosis following carotid artery stenosis surgery.This article reviewed the research progress of radiomics features extracted from CT angiography,cervical vascular ultrasound,and high-resolution MRI combined with AI in the diagnosis of carotid plaque and the prediction of IS,and multi-omics methods in plaque evaluation,as well as the issues that require attention in radiomics applications.
Keywords：StrokeAtherosclerotic plaqueRadiomicsPredictive model
Publication Date：2024-03-15
Online Publishing Date：2025-08-15(First online date of this platform, not the publication date of the document)
Pages：6( 154-159 )