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Magnetic resonance diffusion tensor imaging: Distortion correction methods and their applications in high-resolution in vivo monkey brain scans.

机译:磁共振扩散张量成像:畸变校正方法及其在高分辨率体内猴脑扫描中的应用。

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摘要

Magnetic resonance (MR) diffusion tensor imaging (DTI) has emerged as a unique technique to reveal small anatomical structures of brain by characterizing the diffusion process of water molecules in image voxels. The DTI data can be further used to reveal and visualize the orientation of the white matter fibers and the connectivity network between different brain areas when they are analyzed with fiber tractography algorithms. A large number of DTI applications ranges from studies of brain development, functions, aging, and diagnoses of various white matter abnormalities such as Alzheimer's disease, HIV, and multiple sclerosis among many others.;EPI (Echo-Planar Imaging) is a fast imaging technique that is commonly used in DTI and fMRI. EPI suffers from the field inhomogeneity artifacts due to the susceptibility difference and eddy current. The fidelity and accuracy of the DTI can be deteriorated due to these artifacts. Therefore, susceptibility artifacts correction is a necessary and an important step for DTI studies. In this thesis, the effects of the susceptibility artifacts on DTI were analyzed, and several correction schemes for DTI improvements were proposed to correct the susceptibility artifacts.;By incorporating the proposed correction scheme and other optimization strategies, an optimized high-resolution in-vivo monkey DTI scan procedure on a 3T human clinical scanner was proposed. Data acquired with this procedure is appropriate for accurate diffusion tensor quantification and fiber tractography in rhesus monkey brains, and is accessible within an acceptable scan time. We investigated in detail the effects of spatial resolution and SNR on diffusion tensor derived quantities and fiber tractography. Our results should be of general utility for implementation of in vivo non-human primate DTI studies with proper spatial resolution.
机译:磁共振(MR)扩散张量成像(DTI)已经成为一种独特的技术,它通过表征图像体素中水分子的扩散过程来揭示大脑的小解剖结构。 DTI数据可进一步用于揭示和可视化白质纤维的方向以及不同大脑区域之间的连通性网络(通过纤维束摄影算法进行分析)。 DTI的大量应用范围包括大脑发育,功能,衰老的研究以及各种白质异常的诊断,例如阿尔茨海默氏病,HIV和多发性硬化症。; EPI(回声平面成像)是一种快速成像DTI和fMRI中常用的技术。由于磁化率差异和涡流,EPI遭受场不均匀伪影的影响。由于这些伪影,DTI的保真度和准确性可能会降低。因此,磁化率伪影校正是DTI研究的必要步骤和重要步骤。本文分析了磁化伪影对DTI的影响,提出了几种改善DTI的修正方案对磁化伪影进行矫正。通过结合提出的修正方案和其他优化策略,对高分辨率的活体进行了优化。提出了在3T人类临床扫描仪上进行猴DTI扫描的程序。通过此程序获取的数据适用于恒河猴脑中的准确扩散张量定量和纤维束成像,并且可以在可接受的扫描时间内访问。我们详细研究了空间分辨率和SNR对扩散张量导出量和纤维束摄影的影响。我们的结果对于具有适当空间分辨率的体内非人类灵长类动物DTI研究的实施应该具有普遍的实用性。

著录项

  • 作者

    Liu, Xiaoxu.;

  • 作者单位

    University of Rochester.;

  • 授予单位 University of Rochester.;
  • 学科 Engineering Biomedical.;Engineering Electronics and Electrical.
  • 学位 Ph.D.
  • 年度 2009
  • 页码 128 p.
  • 总页数 128
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类 生物医学工程;无线电电子学、电信技术;
  • 关键词

  • 入库时间 2022-08-17 11:37:35

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