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Advancing MR-based elastography through improved instrumentation, resolution, and materials modeling.

机译:通过改进仪器,分辨率和材料建模来推进基于MR的弹性成像。

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摘要

The focus of this Dissertation research is to develop a noninvasive imaging tool that provides detailed information about the viscoelastic material properties of biological tissues at the microscopic scale. Magnetic Resonance Elastography (MRE) creates contrast based upon tissue's viscoelastic properties. Microscopic-MRE (microMRE) could be used to detect cancer in its very early stages or assess the structural integrity of engineered tissue specimens as they differentiate. With the goal of improving the resolution and accuracy of microMRE, the research objectives undertaken as part of this Dissertation study have been to improve microMRE: (1) instrumentation, (2) reconstruction algorithms, and (3) tissue viscoelasticity models used in MRE reconstruction.;Instrumentation. Improving microMRE spatial resolution requires new techniques for creating vibratory shear waves at higher frequencies with shorter wavelengths. Two novel approaches are investigated: (i) using a needle-type actuator driven axially within the specimen to generate cylindrical shear waves; and (ii) using modulated radiation force of ultrasound to remotely create a focused shear wave source within the region of interest. The design of these actuators is optimized via a combination of experimental and computational studies.;Reconstruction. The resulting vibro-acoustic shear wave propagation is imaged via a high field phase contrast MR at particular frequencies. Based on this information it is then desirable to locally estimate the tissue material properties, such as elasticity and viscosity. Numerous techniques have been applied in the past (for macroscopic resolution MRE) ranging from simple measurements of wavelength and attenuation, to more sophisticated finite element (FE) model approaches. In the present work, a FE-based approach is improved and tailored to the microscopic scale.;Tissue viscoelasticity modeling. Reconstruction can proceed assuming standard viscoelastic tissue constitutive relations, such as a Voigt or Maxwell model. However studies have shown that these models are limited in accuracy. Recently, fractional order material models have shown promise in tissue mechanics modeling. Their application in microMRE-based reconstruction of tissue phantom properties is explored. In order to validate the microMRE material estimates and compare the accuracy of different material models three benchmark examples of shear dominant waves are studied.
机译:本论文研究的重点是开发一种非侵入性成像工具,该工具可在微观尺度上提供有关生物组织粘弹性材料特性的详细信息。磁共振弹性成像(MRE)基于组织的粘弹性质产生对比度。显微MRE(microMRE)可用于在其早期阶段检测癌症,或评估工程组织标本随其分化的结构完整性。为了提高microMRE的分辨率和准确性,作为本论文研究的一部分,研究目标是改善microMRE:(1)仪器,(2)重建算法和(3)用于MRE重建的组织粘弹性模型。;仪器。改善microMRE空间分辨率要求采用新技术,以更高的频率产生较短波长的振动切变波。研究了两种新颖的方法:(i)使用在样本内轴向驱动的针型致动器产生圆柱形剪切波; (ii)使用超声波的调制辐射力在感兴趣区域内远程创建聚焦剪切波源。这些执行器的设计通过实验和计算研究相结合进行了优化。所产生的振动声剪切波传播是通过高场相差MR在特定频率下成像的。然后,基于该信息,期望局部地估计薄纸材料的性质,例如弹性和粘度。过去已经应用了许多技术(用于宏观分辨率MRE),从简单的波长和衰减测量到更复杂的有限元(FE)模型方法。在目前的工作中,基于FE的方法已得到改进,并适合微观规模。组织粘弹性建模。假设标准的粘弹性组织本构关系(例如Voigt或Maxwell模型),可以进行重建。但是研究表明,这些模型的准确性受到限制。最近,分数阶材料模型已在组织力学建模中显示出希望。探索了它们在基于microMRE的组织体模特性重建中的应用。为了验证microMRE材料估计并比较不同材料模型的准确性,研究了三个剪切主导波的基准示例。

著录项

  • 作者

    Meral, Faik Can.;

  • 作者单位

    University of Illinois at Chicago.;

  • 授予单位 University of Illinois at Chicago.;
  • 学科 Engineering Biomedical.;Engineering Mechanical.
  • 学位 Ph.D.
  • 年度 2010
  • 页码 138 p.
  • 总页数 138
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类 遥感技术;
  • 关键词

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