Interoperator Reproducibility of Carotid Elastography for Identification of Vulnerable Atherosclerotic Plaques

被引:17
作者
Liu, Zhi [1 ]
Bai, Zhiyong [2 ]
Huang, Chengwu [1 ,3 ]
Huang, Manwei [4 ]
Huang, Lingyun [5 ,6 ]
Xu, Dongxiang [7 ]
Zhang, Huabin [2 ]
Yuan, Chun [1 ,7 ]
Luo, Jianwen [1 ]
机构
[1] Tsinghua Univ, Sch Med, Dept Biomed Engn, Beijing 100084, Peoples R China
[2] Beijing Tsinghua Changgung Hosp, Dept Sonog, Beijing 102218, Peoples R China
[3] Mayo Clin, Dept Radiol, Rochester, MN 55970 USA
[4] China Meitan Gen Hosp, Dept Sonog, Beijing 100028, Peoples R China
[5] Philips Res China, Clin Sites Res Program, Shanghai 200040, Peoples R China
[6] PingAn Technol Shenzhen Co Ltd, AI Engine Div, Shanghai 200120, Peoples R China
[7] Univ Washington, Dept Radiol, Seattle, WA 98195 USA
基金
国家重点研发计划; 中国国家自然科学基金;
关键词
99th percentile; atherosclerotic plaque; axial strain rate (ASR); carotid elastography; interoperator reproducibility; magnetic resonance imaging (MRI); vulnerability; SHEAR-WAVE ELASTOGRAPHY; INTRAVASCULAR ULTRASOUND ELASTOGRAPHY; IN-VIVO; VASCULAR ULTRASOUND; CORONARY-ARTERIES; STRAIN ESTIMATION; SPECKLE TRACKING; PLANE-WAVE; VALIDATION; CLASSIFICATION;
D O I
10.1109/TUFFC.2018.2888479
中图分类号
O42 [声学];
学科分类号
070206 ; 082403 ;
摘要
Ultrasound-based carotid elastography has been developed to evaluate the vulnerability of carotid atherosclerotic plaques. The aim of this study was to investigate the in vivo interoperator reproducibility of carotid elastography for the identification of vulnerable plaques, with high-resolution magnetic resonance imaging (MRI) as reference. Ultrasound radiofrequency data of 45 carotid arteries (including 53 plaques) from 32 volunteers were acquired separately by two experienced operators in the longitudinal view and then were used to estimate the interframe axial strain rate (ASR) with a two-step optical flow method. The maximum 99th percentile of absolute ASR of all plaques in a carotid artery was used as the elastographic index. MRI scanning was also performed on each volunteer to identify the vulnerable plaque. The results showed no systematic bias in the Bland-Altman plot and an intraclass correlation coefficient of 0.66 between the two operators. In addition, no statistical significance was found between the receiver operating characteristic (ROC) curves from the two operators (p > 0.05), and their areas under the ROC curves were 0.83 and 0.77, respectively. Using the mean measurements of the two operators as the classification criterion, a sensitivity of 71.4%, a specificity of 87.1%, and an accuracy of 82.2% were obtained with a cutoff value of 1.37 s(-1). This study validates the interoperator reproducibility of ultrasound-based carotid elastography for identifying vulnerable carotid plaques.
引用
收藏
页码:505 / 516
页数:12
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