Automatic measurement of carotid diameter and wall thickness in ultrasound images

M. A. Gutierrez, P. E. Pilon, S. Lage, L. Kopel, R. T. Carvalho, Sergio Shiguemi Furuie
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引用次数: 92

Abstract

Carotid vessel ultrasound imaging is a reliable noninvasive technique to measure the arterial morphology. Lumen Diameter (LD), intima-media thickness (IMT) of the far wall, and plaque presence can be reliably determined using B-mode ultrasound. In order to measure the carotid IMT as well as any other more complex quantitative indices of vessel morphology, it is necessary to identify lumen-intima and media-adventitia borders in the ultrasound images. In this paper we describe an automatic approach to measure LD and IMT based on an active contour technique improved by a multiresolution analysis. The measurements of LD and IMT were compared to manual tracing of the vessels border in terms of coefficients of variability (CV) and correlation (R). The results have shown that the method is a reliable and reproducible way of assessing the LD and far wall IMT in the carotid artery.
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自动测量颈动脉直径和壁厚超声图像
颈动脉血管超声成像是一种可靠的无创技术来测量动脉形态。b超可以可靠地确定远壁管腔直径(LD)、内膜-中膜厚度(IMT)和斑块的存在。为了测量颈动脉IMT以及任何其他更复杂的血管形态学定量指标,有必要在超声图像中识别管腔内膜和中膜外膜边界。本文描述了一种基于多分辨率分析改进的主动轮廓技术的LD和IMT自动测量方法。在变异系数(CV)和相关系数(R)方面,将LD和IMT的测量与手工追踪血管边界进行比较。结果表明,该方法是评估颈动脉LD和远壁IMT的可靠且可重复的方法。
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