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泰伯-劳厄 X 射线成像中摩尔纹伪影抑制的增强重建算法。

Enhanced reconstruction algorithm for moiré artifact suppression in Talbot-Lau x-ray imaging.

机构信息

Siemens Healthcare GmbH, 91301 Forchheim, Germany. Erlangen Centre for Astroparticle Physics, FAU Erlangen-Nuremberg, 91058 Erlangen, Germany.

出版信息

Phys Med Biol. 2018 Jul 3;63(13):135018. doi: 10.1088/1361-6560/aacb07.

DOI:10.1088/1361-6560/aacb07
PMID:29968576
Abstract

Talbot-Lau x-ray imaging (TLXI) is an innovative and promising imaging technique providing information about the x-ray attenuation, scattering, and refraction features of objects. However, the method is susceptible to vibrations and system component imprecisions, which are inevitable in clinical and industrial practice. Those influences provoke grating displacements and hence errors in the acquired raw data, which cause moiré artifacts in the reconstructed images. We developed an enhanced reconstruction algorithm capable of compensating these errors by adjusting the grating positions and thus suppressing the occurrence of moiré artifacts. The algorithm has been developed with regard to a future application in medical practice. The capability of the algorithm is demonstrated on a medical data set of a human hand (post-mortem) acquired under clinical conditions using a pre-clinical TXLI prototype. It is shown that the algorithm reliably suppresses moiré artifacts, preserves image contrast, does not blur anatomical structures or prevent quantitative imaging, and is executable on low-dose data sets. In addition, the algorithm runs autonomously without the need of interaction or rework of the final results. In conclusion, the proposed reconstruction algorithm facilitates the use of TLXI in clinical practice and allows the exploitation of the method's full diagnostic potential in future medical applications.

摘要

塔波特-劳 X 射线成像(TLXI)是一种创新且有前途的成像技术,可提供有关物体的 X 射线衰减、散射和折射特性的信息。然而,该方法容易受到振动和系统组件不精确的影响,这在临床和工业实践中是不可避免的。这些影响会引起光栅位移,从而导致采集到的原始数据出现误差,这会导致重建图像中出现莫尔伪影。我们开发了一种增强型重建算法,能够通过调整光栅位置来补偿这些误差,从而抑制莫尔伪影的发生。该算法是针对未来在医学实践中的应用而开发的。该算法的功能已在使用临床前 TLXI 原型在临床条件下获取的人体手部(死后)的医学数据集上进行了验证。结果表明,该算法能够可靠地抑制莫尔伪影,保留图像对比度,不会使解剖结构模糊或阻止定量成像,并且可以在低剂量数据集上执行。此外,该算法可以自主运行,无需对最终结果进行交互或返工。总之,所提出的重建算法促进了 TLXI 在临床实践中的应用,并允许在未来的医学应用中充分利用该方法的诊断潜力。

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引用本文的文献

1
Moiré artifacts reduction in Talbot-Lau X-ray phase contrast imaging using a three-step iterative approach.使用三步迭代方法减少泰伯-劳 X 射线相衬成像中的摩尔纹伪影。
Opt Express. 2022 Sep 26;30(20):35096-35111. doi: 10.1364/OE.466277.
2
Imaging characteristics of intravascular spherical contrast agents for grating-based x-ray dark-field imaging - effects of concentrations, spherical sizes and applied voltage.基于光栅的 X 射线暗场成象中血管内球形对比剂的成象特征 - 浓度、球径和外加电压的影响。
Sci Rep. 2020 Jun 10;10(1):9405. doi: 10.1038/s41598-020-66395-x.
3
Talbot-Lau x-ray phase-contrast setup for fast scanning of large samples.
用于快速扫描大样本的 Talbot-Lau X 射线相衬装置。
Sci Rep. 2019 Mar 12;9(1):4199. doi: 10.1038/s41598-018-38030-3.