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Assessment of coronary plaque volume using three-dimensional intravascular ultrasound.

机译:使用三维血管内超声评估冠状动脉斑块量。

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摘要

Angiography, the traditional method for evaluating coronary artery disease, is a two-dimensional projection of the complex three-dimensional (3D) coronary artery tree. Only residual lumens can be visualized and no information about the composition or thickness of the vessel wall is available. Intravascular ultrasound (IVUS) provides direct depiction of coronary anatomy and is becoming increasingly accepted as an imaging modality allowing precise tomographic assessment of human coronary anatomy and pathology in vivo. Coronary arteries are interrogated by pullbacks, where the IVUS transducer is slowly withdrawn from the vessel at a constant rate, acquiring tomographic images throughout the length of interest. Quantitative studies on the progression or regression of disease require identification of luminal and medial-adventitial borders in these images. The standard output of IVUS imaging consoles is S-VHS video, which is digitized and then analyzed by manual tracing, a technique that is tedious, time-consuming, and subject to large inter- and intra-observer variability. Automated image processing and analysis techniques can overcome these limitations and make strides toward routine analysis. However, 3D plaque assessment requires techniques that can analyze many images quickly and accurately. In addition, the pulsatile motion of the cardiac cycle introduces cyclic changes in cross-sectional morphometry that make analysis with automated 3D techniques difficult. The goal of this research was to develop and validate a system for the measurement of plaque volume for assessment of lipid-lowering therapy, which required two steps: (1) the development of an electrocardiogram-gated (ECG-gated) acquisition system, which acquires the raw ultrasound backscattered signals at end-diastole, alleviating the cyclic artifacts and bypassing the digitization step, and (2) the development of 3D segmentation and modeling techniques for the identification of luminal and medial-adventitial borders in IVUS image sequences, which allows plaque volume assessment more quickly and reliably than by manual tracing. ECG-gated acquisition and 3D segmentation of IVUS images was tested in a large database of clinical IVUS pullbacks and shown to provide a reliable system for fast assessment of plaque volume in patients undergoing lipid-lowering therapy for coronary atherosclerosis.
机译:血管造影是评估冠状动脉疾病的传统方法,是复杂的三维(3D)冠状动脉树的二维投影。只能看到残留的内腔,没有关于血管壁的成分或厚度的信息。血管内超声(IVUS)提供了冠状动脉解剖结构的直接描述,并且越来越被接受为一种成像方式,可以对体内的人冠状动脉解剖结构和病理进行精确的层析成像评估。冠状动脉被拉回,其中IVUS换能器以恒定的速率缓慢地从血管中抽出,从而在整个感兴趣的时间段内获取断层图像。关于疾病进展或消退的定量研究要求在这些图像中识别腔内和外膜的边界。 IVUS影像控制台的标准输出是S-VHS视频,将其数字化然后通过手动跟踪进行分析,这是一种繁琐,耗时的操作,并且观察者之间和观察者内部的差异很大。自动化的图像处理和分析技术可以克服这些限制,并朝着常规分析迈进。但是,3D斑块评估需要能够快速而准确地分析许多图像的技术。此外,心动周期的脉动运动会导致横截面形态测量学出现周期性变化,从而使使用自动3D技术进行分析变得困难。这项研究的目的是开发和验证用于评估降脂治疗的斑块量的系统,该系统需要两个步骤:(1)开发心电门控(ECG门控)采集系统,该系统在舒张末期获取原始超声反向散射信号,从而减轻循环伪影并绕过数字化步骤,以及(2)开发3D分割和建模技术以识别IVUS图像序列中的内腔和外膜-外膜边界,从而实现比手动跟踪更快速,更可靠地评估牙菌斑体积。 IVUS图像的ECG门控采集和3D分割已在临床IVUS撤回的大型数据库中进行了测试,结果显示该系统可为快速评估接受降脂治疗的冠状动脉粥样硬化患者的斑块量提供可靠的系统。

著录项

  • 作者

    Klingensmith, Jon David.;

  • 作者单位

    Case Western Reserve University.;

  • 授予单位 Case Western Reserve University.;
  • 学科 Engineering Biomedical.
  • 学位 Ph.D.
  • 年度 2003
  • 页码 150 p.
  • 总页数 150
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类 生物医学工程;
  • 关键词

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