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相衬CT在光谱CT成像中实现三材料分解

Phase Contrast CT Enabled Three-Material Decomposition in Spectral CT Imaging.

作者信息

Ji Xu, Zhang Ran, Li Ke, Chen Guang-Hong

机构信息

Department of Medical Physics, University of Wisconsin School of Medicine and Public Health, Madison, WI.

Department of Radiology, University of Wisconsin School of Medicine and Public Health, Madison, WI.

出版信息

Proc SPIE Int Soc Opt Eng. 2020 Feb;11312. doi: 10.1117/12.2549014. Epub 2020 Mar 16.

Abstract

Three-material decomposition is crucial for material quantification when more than two elemental materials, including a K-edge material, are presented in an image object. In principle, three-material decomposition requires a triple energy scan which cannot be directly accomplished using a conventional dual energy CT system. In this work, a new scheme to enable three-material decomposition by employing phase contrast CT was presented. When a grating interferometer is added, a conventional absorption dual energy CT system can be upgraded to a phase contrast dual energy CT system which provides an additional phase signal related to the real part of the refractive index of an image object, along with the absorption signal under two different x-ray spectra. In this work, a three-material decomposition method was proposed for the aforementioned dual energy phase contrast CT system. Physical experimental studies were performed on a benchtop x-ray Talbot-Lau interferometer system to validate the proposed method. A physical phantom, containing calcium and iodine inserts of known concentrations, was used as the image object. A rotation-rotation dual energy phase contrast CT scan was performed under 40 and 80 kVp tube potentials. For each view angle, a phase stepping procedure with five phase steps was performed. After the phase retrieval procedure and image reconstruction using the standard filtered-back projection, the solutions were decomposed into the calcium, iodine and water bases based on the proposed decomposition method. For all the solutions, the relative quantification errors of the concentrations were within 10%.

摘要

当图像对象中存在两种以上的元素材料(包括一种K边材料)时,三材料分解对于材料定量至关重要。原则上,三材料分解需要进行三次能量扫描,而使用传统的双能CT系统无法直接完成。在这项工作中,提出了一种利用相衬CT实现三材料分解的新方案。当添加光栅干涉仪时,传统的吸收型双能CT系统可以升级为相衬双能CT系统,该系统除了在两种不同的x射线光谱下提供吸收信号外,还提供与图像对象折射率实部相关的附加相位信号。在这项工作中,针对上述双能相衬CT系统提出了一种三材料分解方法。在台式x射线Talbot-Lau干涉仪系统上进行了物理实验研究,以验证所提出的方法。使用包含已知浓度钙和碘插入物的物理体模作为图像对象。在40和80 kVp管电压下进行旋转-旋转双能相衬CT扫描。对于每个视角,执行具有五个相位步长的相位步进程序。在进行相位恢复程序和使用标准滤波反投影进行图像重建后,根据所提出的分解方法将溶液分解为钙、碘和水基。对于所有溶液,浓度的相对定量误差在10%以内。

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本文引用的文献

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Three-Material Decomposition in Multi-energy CT: Impact of Prior Information on Noise and Bias.
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