Carotid artery vulnerable plaque model for cerebrovascular events by conventional ultrasound & contrast-enhanced ultrasound: A preliminary study

超声波 医学 放射科 超声造影 易损斑块 颈动脉 颈内动脉 冲程(发动机) 灌注 对比度(视觉) 心脏病学 颈总动脉 内科学 动脉 工程类 人工智能 机械工程 计算机科学
作者
Qin Wang,Yunqian Huang,Yuke Zhang,Yuqun Wang,Yanchun Xie,Lixia Zhang,Ying Lü,Man Chen
出处
期刊:Clinical Hemorheology and Microcirculation [IOS Press]
卷期号:80 (2): 197-209 被引量:8
标识
DOI:10.3233/ch-211216
摘要

Conventional ultrasound and contrast-enhanced ultrasound play an important role in the application of carotid plaque.To establish carotid artery vulnerable plaques model by conventional ultrasound combined with contrast-enhanced ultrasound, identify high-risk plaques that may lead to cerebrovascular events, and provide clinical risk warning of high-risk plaques of stroke.205 cases of patients selected in 5053 patients with symptoms from 2018 to 2019 who were verified carotid plaques by conventional ultrasound and contrast-enhanced ultrasound image characteristics, 147 cases as a training set, establishing the carotid artery plaque model, analyzing the characteristic of the plaques and the relationship between cerebrovascular event, with 58 cases as a test set, verify the model. Routine carotid ultrasound and contrast-enhanced carotid ultrasound were performed in all enrolled patients.The gray-level characteristics of conventional ultrasound in the training concentration showed statistical differences in plaque morphology, fibrous cap morphology, uniformity and calcification degree in cerebrovascular events. The contrast enhanced ultrasound characteristics of plaques showed statistical differences in neovascularization and perfusion mode in cerebrovascular events. In the test set, there were statistical differences in the above conventional gray scale features and CEUS features.The vulnerable plaque model established by conventional ultrasound combined with contrast-enhanced ultrasound has good diagnostic value for the characteristic plaque of carotid artery with cerebrovascular events.
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