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基于结构先验正则化的动态实验室X射线相衬显微断层扫描术

Dynamic laboratory x-ray phase-contrast microtomography with structure-based prior regularisation.

作者信息

Allan Harry, Partridge Tom, Jacob Joseph, Endrizzi Marco

机构信息

Department of Medical Physics and Biomedical Engineering, University College London, London, United Kingdom.

X-ray Microscopy and Tomography Laboratory, The Francis Crick Institute, London, United Kingdom.

出版信息

Meas Sci Technol. 2025 Sep 30;36(9):095405. doi: 10.1088/1361-6501/ae01c8. Epub 2025 Sep 11.

Abstract

X-ray microtomography is a versatile tool allowing the measurement of the 3D structure of optically thick samples. As a non-destructive technique, it is readily adapted to 4D imaging, where a sample can be monitored over time, and especially in conjunction with the application of external stimuli. To apply this technique with the limited x-ray flux available at a conventional laboratory source, we leverage the contrast enhancement of free-space propagation phase-contrast imaging, achieving an increase in contrast-to-noise ratio (CNR) of 5.8x. Furthermore, we combine this with iterative reconstruction, using regularisation by a structure-based prior from a high-quality reference scan of the object. This combination of phase-contrast imaging and iterative reconstruction leads to a 29.2x improvement in CNR compared to the conventional reconstruction. This enables fully dynamic x-ray microtomography, with a temporal resolution of 9 s at a voxel size of 10.5 μm. We use this to measure the movement of a waterfront in the fine vessels of a wooden skewer, as a representative example of dynamic system evolving on the scale of tens of seconds.

摘要

X射线显微断层扫描是一种多功能工具,可用于测量光学厚样品的三维结构。作为一种无损技术,它很容易适用于四维成像,即可以随时间监测样品,特别是在施加外部刺激的情况下。为了在传统实验室光源有限的X射线通量下应用该技术,我们利用自由空间传播相衬成像的对比度增强,实现了对比度噪声比(CNR)提高5.8倍。此外,我们将其与迭代重建相结合,通过对物体高质量参考扫描的基于结构的先验进行正则化。相衬成像和迭代重建的这种结合使得CNR与传统重建相比提高了29.2倍。这实现了全动态X射线显微断层扫描,在体素大小为10.5μm时时间分辨率为9秒。我们以此来测量竹签细血管中水分的运动,作为在几十秒尺度上演变的动态系统的一个代表性例子。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/6342/12426885/516b6d816b8c/mstae01c8f1_hr.jpg

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