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Shear Wave Imaging using Acoustic Radiation Force.

机译:使用声辐射力的剪切波成像。

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摘要

Tissue stiffness can be an indicator of various types of ailments. However, no standard diagnostic imaging modality has the capability to depict the stiffness of tissue. To overcome this deficiency, various elasticity imaging methods have been proposed over the past 20 years. A promising technique for elasticity imaging is acoustic radiation force impulse (ARFI) based shear wave imaging. Spatially localized acoustic radiation force excitation is applied impulsively to generate shear waves in tissue and its stiffness is quantified by measuring the shear wave speed (SWS).;The aim of this thesis is to contribute to both the clinical application of ARFI shear wave imaging and its technical development using the latest advancements in ultrasound imaging capabilities.;To achieve the first of these two goals, a pilot imaging study was conducted to evaluate the suitability of ARFI shear wave imaging for the assessment of liver fibrosis using a rodent model of the disease. The stiffness of severely fibrotic rat livers were found to be significantly higher than healthy livers. In addition, liver stiffness was correlated with fibrosis as quantified using collagen content.;Based on these findings, an imaging study was conducted on patients undergoing liver biopsy at the Duke University Medical Center. A robust SWS estimation algorithm was implemented to deal with noisy patient shear wave data using the random sample consensus (RANSAC) approach. RANSAC estimated liver stiffness was found to be higher in severely fibrotic and cirrhotic livers, suggesting that ARFI shear wave imaging may potentially be useful for the staging of severe fibrosis in humans.;To achieve the second aim of this thesis, a system capable of monitoring ARFI induced shear wave propagation in 3D was implemented using a 2D matrix array transducer. This capability was previously unavailable with conventional 1D arrays. This system was used to study the precision of time-of-flight (TOF) based SWS estimation. It was found that by placing tracking beam locations at the edges of the SWS measurement region of interest using the 2D matrix array, TOF SWS precision could be improved in a homogeneous medium.;The 3D shear wave imaging system was also used to measure the SWS in muscle, which does not conform to the isotropic mechanical behavior usually assumed for tissue, due to the parallel arrangement of muscle fibers. It is shown that the SWS along and across the fibers, as well as the 3D fiber orientation can be estimated from a single 3D shear wave data-set. In addition, these measurements can be made independent of the probe orientation relative to the fibers. This suggests that 3D shear wave imaging can be useful for characterizing anisotropic mechanical properties of tissue.
机译:组织僵硬可能是各种疾病的指标。但是,没有标准的诊断成像手段能够描述组织的硬度。为了克服该缺陷,在过去的20年中已经提出了各种弹性成像方法。用于弹性成像的一种有前途的技术是基于声辐射力脉冲(ARFI)的剪切波成像。脉冲施加空间局部声辐射力激发在组织中产生切变波,并通过测量切变波速度(SWS)来量化其刚度。本论文的目的是为ARFI切变波成像的临床应用和为了实现这两个目标中的第一个,我们进行了一项中试成像研究,以使用该疾病的啮齿动物模型评估ARFI剪切波成像对评估肝纤维化的适用性。 。发现严重纤维化的大鼠肝脏的刚度明显高于健康肝脏。此外,通过使用胶原蛋白含量量化,肝硬度与纤维化相关。基于这些发现,在杜克大学医学中心对接受肝活检的患者进行了影像学研究。使用随机样本共识(RANSAC)方法,实现了鲁棒的SWS估计算法来处理嘈杂的患者横波数据。 RANSAC估计,在严重纤维化和肝硬化的肝脏中,肝硬度较高,这表明ARFI剪切波成像可能对人类严重纤维化的分期有用。使用2D矩阵阵列传感器实现了ARFI诱导的3D剪切波传播。传统的一维阵列以前没有这种功能。该系统用于研究基于飞行时间(TOF)的SWS估计的精度。发现通过使用2D矩阵阵列将跟踪光束位置放置在感兴趣的SWS测量区域的边缘,可以在均匀介质中提高TOF SWS精度。;还使用3D剪切波成像系统测量SWS由于肌肉纤维的平行排列,它不符合通常为组织所假定的各向同性力学行为。结果表明,可以从单个3D剪切波数据集估算沿光纤和跨光纤的SWS以及3D光纤的方向。另外,可以独立于探针相对于纤维的取向进行这些测量。这表明3D剪切波成像可用于表征组织的各向异性机械性能。

著录项

  • 作者

    Wang, Michael H.;

  • 作者单位

    Duke University.;

  • 授予单位 Duke University.;
  • 学科 Engineering Biomedical.;Health Sciences Radiology.
  • 学位 Ph.D.
  • 年度 2013
  • 页码 186 p.
  • 总页数 186
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

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