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使用3D涡轮自旋回波T1加权黑血血管壁成像对颈总动脉高信号斑块进行半自动分割和体积测量:一项初步研究。

Semiautomated Segmentation and Volume Measurements of Cervical Carotid High-Signal Plaques Using 3D Turbo Spin-Echo T1-Weighted Black-Blood Vessel Wall Imaging: A Preliminary Study.

作者信息

Inoue Katsuhiro, Nakayama Ryohei, Isoshima Shiho, Takase Shinichi, Yamahata Tsunehiro, Umino Maki, Maeda Masayuki, Sakuma Hajime

机构信息

Department of Radiology, Mie University Hospital, Tsu 514-8507, Mie, Japan.

Department of Electronic and Computer Engineering, Ritsumeikan University, Kusatsu 525-8577, Shiga, Japan.

出版信息

Diagnostics (Basel). 2022 Apr 17;12(4):1014. doi: 10.3390/diagnostics12041014.

Abstract

Unstable carotid plaques are visualized as high-signal plaques (HSPs) on 3D turbo spin-echo T1-weighted black-blood vessel wall imaging (3D TSE T1-BB VWI). The purpose of this study was to compare manual segmentation and semiautomated segmentation for the quantification of carotid HSPs using 3D TSE T1-BB VWI. Twenty cervical carotid plaque lesions in 19 patients with a plaque contrast ratio of > 1.3 compared to adjacent muscle were studied. Using the mean voxel value for the adjacent muscle multiplied by 1.3 as a threshold value, the semiautomated software exclusively segmented and measured the HSP volume. Manual and semiautomated HSP volumes were well correlated (r = 0.965). Regarding reproducibility, the inter-rater ICC was 0.959 (bias: 24.63, 95% limit of agreement: −96.07, 146.35) for the manual method and 0.998 (bias: 15.2, 95% limit of agreement: −17.83, 48.23) for the semiautomated method, indicating improved reproducibility by the semiautomated method compared to the manual method. The time required for semiautomated segmentation was significantly shorter than that of manual segmentation times (81.7 ± 7.8 s versus 189.5 ± 49.6 s; p < 0.01). The results obtained in this study demonstrate that the semiautomated segmentation method allows for reliable assessment of the HSP volume in patients with carotid plaque lesions, with reduced time and effort for the analysis.

摘要

在三维快速自旋回波T1加权黑血血管壁成像(3D TSE T1-BB VWI)上,不稳定颈动脉斑块表现为高信号斑块(HSPs)。本研究的目的是比较手动分割和半自动分割在使用3D TSE T1-BB VWI定量颈动脉HSPs方面的效果。对19例患者的20个颈部颈动脉斑块病变进行了研究,这些斑块与相邻肌肉的对比率>1.3。以相邻肌肉的平均体素值乘以1.3作为阈值,半自动软件专门分割并测量了HSP体积。手动和半自动HSP体积具有良好的相关性(r = 0.965)。关于可重复性,手动方法的评分者间ICC为0.959(偏差:24.63,95%一致性界限:-96.07,146.35),半自动方法为0.998(偏差:15.2,95%一致性界限:-17.83,48.23),表明半自动方法与手动方法相比可重复性有所提高。半自动分割所需时间明显短于手动分割时间(81.7±7.8秒对189.5±49.6秒;p<0.01)。本研究获得的结果表明,半自动分割方法能够可靠地评估颈动脉斑块病变患者的HSP体积,且分析时间和工作量减少。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/2e35/9026945/5296b71b7414/diagnostics-12-01014-g001.jpg

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