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使用基于光栅的相衬计算机断层扫描及双边滤波器后处理对肝脏病变进行成像。

Imaging liver lesions using grating-based phase-contrast computed tomography with bi-lateral filter post-processing.

作者信息

Herzen Julia, Willner Marian S, Fingerle Alexander A, Noël Peter B, Köhler Thomas, Drecoll Enken, Rummeny Ernst J, Pfeiffer Franz

机构信息

Institute of Materials Science, Helmholtz-Zentrum Geesthacht, Geesthacht, Germany ; Physics Department & Institute of Medical Engineering, Technische Universität München, Garching, Germany.

Physics Department & Institute of Medical Engineering, Technische Universität München, Garching, Germany.

出版信息

PLoS One. 2014 Jan 17;9(1):e83369. doi: 10.1371/journal.pone.0083369. eCollection 2014.

Abstract

X-ray phase-contrast imaging shows improved soft-tissue contrast compared to standard absorption-based X-ray imaging. Especially the grating-based method seems to be one promising candidate for clinical implementation due to its extendibility to standard laboratory X-ray sources. Therefore the purpose of our study was to evaluate the potential of grating-based phase-contrast computed tomography in combination with a novel bi-lateral denoising method for imaging of focal liver lesions in an ex vivo feasibility study. Our study shows that grating-based phase-contrast CT (PCCT) significantly increases the soft-tissue contrast in the ex vivo liver specimens. Combining the information of both signals--absorption and phase-contrast--the bi-lateral filtering leads to an improvement of lesion detectability and higher contrast-to-noise ratios. The normal and the pathological tissue can be clearly delineated and even internal structures of the pathological tissue can be visualized, being invisible in the absorption-based CT alone. Histopathology confirmed the presence of the corresponding findings in the analyzed tissue. The results give strong evidence for a sufficiently high contrast for different liver lesions using non-contrast-enhanced PCCT. Thus, ex vivo imaging of liver lesions is possible with a polychromatic X-ray source and at a spatial resolution of ∼100 µm. The post-processing with the novel bi-lateral denoising method improves the image quality by combining the information from the absorption and the phase-contrast images.

摘要

与基于标准吸收的X射线成像相比,X射线相衬成像显示出更好的软组织对比度。特别是基于光栅的方法,由于其可扩展到标准实验室X射线源,似乎是临床应用中一个有前景的候选方法。因此,我们研究的目的是在一项离体可行性研究中,评估基于光栅的相衬计算机断层扫描结合一种新型双边去噪方法对肝脏局灶性病变成像的潜力。我们研究表明,基于光栅的相衬CT(PCCT)显著提高了离体肝脏标本中的软组织对比度。双边滤波结合吸收和相衬两种信号的信息,提高了病变的可检测性和对比度噪声比。正常组织和病理组织能够清晰区分,甚至病理组织的内部结构也能可视化,而这在单独的基于吸收的CT中是不可见的。组织病理学证实了分析组织中相应发现的存在。结果有力地证明了使用非增强PCCT对不同肝脏病变具有足够高的对比度。因此,使用多色X射线源并在约100µm的空间分辨率下,对肝脏病变进行离体成像是可行的。采用新型双边去噪方法进行后处理,通过结合吸收图像和相衬图像的信息提高了图像质量。

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