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Investigation of the utility of energy resolved photon-counting x-ray detectors for small animal computed tomography.

机译:能量分辨光子计数X射线探测器在小动物计算机体层摄影中的实用性研究。

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摘要

X-ray computed tomography (CT) imaging of small animals suffers from limited capability to resolve low-contrast targets due to the tradeoff between voxel size and image noise. As a result there has been great interest in employing energy-selective techniques (e.g., dual-energy CT) to extract additional information about the energy dependence of x-ray attenuation to improve target identification and differentiation. However, conventional energy-selective instrumentation has the drawbacks of lack of spectral separations and the need of multiple x-ray exposures.;The goal of this work was to investigate the potential advantages and challenges resulting from the use of novel energy resolved photon-counting x-ray detectors on imaging small animal sized targets. We first developed a set of simulation tools to model planar and tomography energy-selective x-ray imaging based on this detector. With the simulation tool we investigated the benefits of energy resolved photon-counting detectors in terms of basis material decomposition, energy-dependent contrast, and material separation. The results showed that the performance of energy resolved photon-counting was comparable, and often exceeded that of conventional energy-selective instrumentation. Next we developed a table-top small animal CT system based on an energy resolved photon-counting detector prototype, and performed experiments using mouse-sized phantoms and target materials resembling soft tissue, bone and contrast agents. Results confirmed that most findings in the simulation were observed on a physical system, while several limitations were also revealed that existed on the current detector prototype that could significantly degrade image quality and hamper the efficacy of the system. We investigated charge sharing and ring artifacts, two of the major limitations, and proposed solutions to model or/and compensate for these effects. Results indicated that the proposed charge sharing model was able to reproduce the spectral distortions observed on the physical system, and ring artifacts were significantly reduced by the proposed pre-acquisition tuning and post-acquisition correction algorithm. The results of this dissertation work demonstrate that energy resolved photon-counting detectors can improve the performance of small animal CT in terms of improved image contrast and better separation between different materials, but that advances in hardware and software correction algorithms are needed to fully exploit their capabilities.
机译:小型动物的X射线计算机断层扫描(CT)成像由于体素大小与图像噪声之间的权衡而无法分辨低对比度目标。结果,人们非常关注采用能量选择技术(例如,双能量CT)来提取关于x射线衰减的能量依赖性的附加信息,以改善目标识别和区分。然而,常规的能量选择仪器的缺点是缺乏光谱分离和需要多次X射线曝光。这项工作的目的是研究使用新型能量分辨光子计数技术可能产生的优势和挑战。对小型动物目标成像的X射线探测器。我们首先开发了一套仿真工具,用于基于此探测器对平面和断层摄影能量选择性X射线成像进行建模。使用模拟工具,我们研究了能量分辨光子计数检测器在基础材料分解,与能量有关的对比度和材料分离方面的优势。结果表明,能量分辨光子计数的性能是可比的,并且通常超过常规能量选择仪器。接下来,我们基于能量分辨光子计数探测器原型开发了台式小型动物CT系统,并使用小鼠大小的幻像和类似于软组织,骨骼和造影剂的目标材料进行了实验。结果证实,仿真中的大多数发现都是在物理系统上观察到的,同时还发现了当前检测器原型上存在的一些局限性,这些局限性可能会显着降低图像质量并妨碍系统的效能。我们研究了电荷共享和振铃伪影这两个主要局限性,并提出了对这些效应进行建模或补偿的解决方案。结果表明,提出的电荷共享模型能够重现在物理系统上观察到的光谱畸变,并且通过提出的采集前调整和采集后校正算法可以显着减少振铃伪影。论文的工作结果表明,能量分辨光子计数检测器可以通过改善图像对比度和更好地分离不同材料来改善小动物CT的性能,但是要充分利用它们,需要硬件和软件校正算法方面的进步能力。

著录项

  • 作者

    Wang, Xiaolan.;

  • 作者单位

    The Johns Hopkins University.;

  • 授予单位 The Johns Hopkins University.;
  • 学科 Engineering Electronics and Electrical.;Health Sciences Radiology.
  • 学位 Ph.D.
  • 年度 2011
  • 页码 174 p.
  • 总页数 174
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

  • 入库时间 2022-08-17 11:45:05

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