无图像超声方法估计动脉壁厚替代筛选

V. RajKiran, J. Joseph, M. Shah, M. Sivaprakasam
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引用次数: 4

摘要

颈动脉内膜中膜厚度(CIMT)是一种公认的心血管风险指标,在早期检测中具有实用价值。然而,由于成本和测试所需的专业知识,传统的基于b超成像的CIMT测量不适合大规模筛查。我们已经开发并验证了一种无图像超声技术,用于无创、自动评估动脉壁动态,称为ARTSENS®,用于血管筛查。在这里,我们提出了一种使用ARTSENS®评估颈动脉壁厚替代(CWTS)测量的新技术,利用单元件5 MHz超声换能器。该方法基于对颈总动脉远壁超声回波的实时分析。开发了用于自动识别动脉壁、跟踪壁运动、提取远壁结构回波和测量壁厚估计的智能算法,并将其集成到原型ARTSENS®设备中,以实现体内壁厚的实时测量。通过动态动脉血流模型和7名志愿者的体内研究来评估该系统的性能。该系统可以实时跟踪幽灵和志愿者在心脏周期中的壁厚变化。与参考b型超声成像系统进行比较,评估测量的准确性。在模拟研究和体内测量中,CWTS测量值与CIMT测量值非常吻合,误差分别为2.18%和6.19%。CWTS测量值与CIMT测量值也密切相关,R2值为0.86。虽然CWTS不是CIMT的替代品,但结果验证了它可以潜在地用于大规模筛查目的,因为测量系统非常具有成本效益,易于携带,包括低信号处理开销,任何全科医生只需最少的培训就可以使用。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
An image-free ultrasound method to estimate artery wall thickness surrogate for screening
Carotid Intima Media Thickness (CIMT) is an established marker of cardiovascular risk with proven utility in early detection. However, conventional B-mode ultrasound imaging based measurement of CIMT is not amenable for deployment in large scale screening due to cost and expertise required to perform the test. We had developed and validated an image -free ultrasound technique for non-invasive, automated evaluation of arterial wall dynamics, called ARTSENS®, for use in vascular screening. Here we present a novel technique to evaluate a carotid artery wall thickness surrogate (CWTS) measure using ARTSENS®, utilizing a single-element 5 MHz ultrasound transducer. The method is based on real time analysis of ultrasound echoes obtained from the far-wall of the common carotid artery. Intelligent algorithms for automated identification of arterial walls, tracking of wall motion, and extraction of far wall structural echoes and measurement of a wall-thickness estimate were developed, and integrated into a prototype ARTSENS® device to enable real time measurement of wall thickness in-vivo. The performance of the system was evaluated using dynamic arterial flow phantoms and in-vivo studies on a set of 7 volunteers. The system could track changes in wall-thickness over a cardiac cycle in both phantoms as well as volunteers in real time. Accuracy of measurements was evaluated in comparison with a reference B-mode ultrasound imaging system. The CWTS measurements showed strong agreement with CIMT values measured with observed error 2.18% and 6.19% in phantom studies and in-vivo measurements respectively. CWTS measurements were also strongly related to CIMT measurements with a R2 value 0.86. While the CWTS is not a replacement for CIMT, but the results validate that it can be potentially used for mass screening purpose, since the measuring system is very cost-effective, easily portable, includes low signal processing overhead and can be used by any general practitioner with just minimal training.
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