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Croughan MK, Paganin DM, Alloo SJ, Ahlers JN, How YY, Harker SA, Morgan KS. Correcting directional dark field x-ray imaging artefacts using position dependent image deblurring and attenuation removal. Sci Rep 2024; 14:17807. [PMID: 39090344 PMCID: PMC11294358 DOI: 10.1038/s41598-024-68659-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/26/2024] [Accepted: 07/26/2024] [Indexed: 08/04/2024] Open
Abstract
In recent years, a novel x-ray imaging modality has emerged that reveals unresolved sample microstructure via a "dark-field image", which provides complementary information to conventional "bright-field" images, such as attenuation and phase-contrast modalities. This x-ray dark-field signal is produced by unresolved microstructures scattering the x-ray beam resulting in localised image blur. Dark-field retrieval techniques extract this blur to reconstruct a dark-field image. Unfortunately, the presence of non-dark-field blur such as source-size blur or the detector point-spread-function can affect the dark-field retrieval as they also blur the experimental image. In addition, dark-field images can be degraded by the artefacts induced by large intensity gradients from attenuation and propagation-based phase contrast, particularly around sample edges. By measuring any non-dark-field blurring across the image plane and removing it from experimental images, as well as removing attenuation and propagation-based phase contrast, we show that a directional dark-field image can be retrieved with fewer artefacts and more consistent quantitative measures. We present the details of these corrections and provide "before and after" directional dark-field images of samples imaged at a synchrotron source. This paper utilises single-grid directional dark-field imaging, but these corrections have the potential to be broadly applied to other x-ray imaging techniques.
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Affiliation(s)
- Michelle K Croughan
- Monash University, School of Physics and Astronomy, Melbourne, 3800, Australia.
| | - David M Paganin
- Monash University, School of Physics and Astronomy, Melbourne, 3800, Australia
| | - Samantha J Alloo
- Monash University, School of Physics and Astronomy, Melbourne, 3800, Australia
- University of Canterbury, School of Physical and Chemical Sciences, Christchurch, 8041, New Zealand
| | - Jannis N Ahlers
- Monash University, School of Physics and Astronomy, Melbourne, 3800, Australia
| | - Ying Ying How
- Monash University, School of Physics and Astronomy, Melbourne, 3800, Australia
| | | | - Kaye S Morgan
- Monash University, School of Physics and Astronomy, Melbourne, 3800, Australia
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Urban T, Noichl W, Engel KJ, Koehler T, Pfeiffer F. Correction for X-Ray Scatter and Detector Crosstalk in Dark-Field Radiography. IEEE TRANSACTIONS ON MEDICAL IMAGING 2024; 43:2646-2656. [PMID: 38451749 DOI: 10.1109/tmi.2024.3374974] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 03/09/2024]
Abstract
Dark-field radiography, a new X-ray imaging method, has recently been applied to human chest imaging for the first time. It employs conventional X-ray devices in combination with a Talbot-Lau interferometer with a large field of view, providing both attenuation and dark-field radiographs. It is well known that sample scatter creates artifacts in both modalities. Here, we demonstrate that also X-ray scatter generated by the interferometer as well as detector crosstalk create artifacts in the dark-field radiographs, in addition to the expected loss of spatial resolution. We propose deconvolution-based correction methods for the induced artifacts. The kernel for detector crosstalk is measured and fitted to a model, while the kernel for scatter from the analyzer grating is calculated by a Monte-Carlo simulation. To correct for scatter from the sample, we adapt an algorithm used for scatter correction in conventional radiography. We validate the obtained corrections with a water phantom. Finally, we show the impact of detector crosstalk, scatter from the analyzer grating and scatter from the sample and their successful correction on dark-field images of a human thorax.
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De Marco F, Andrejewski J, Urban T, Willer K, Gromann L, Koehler T, Maack HI, Herzen J, Pfeiffer F. X-Ray Dark-Field Signal Reduction Due to Hardening of the Visibility Spectrum. IEEE TRANSACTIONS ON MEDICAL IMAGING 2024; 43:1422-1433. [PMID: 38032773 DOI: 10.1109/tmi.2023.3337994] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/02/2023]
Abstract
X-ray dark-field imaging enables a spatially-resolved visualization of ultra-small-angle X-ray scattering. Using phantom measurements, we demonstrate that a material's effective dark-field signal may be reduced by modification of the visibility spectrum by other dark-field-active objects in the beam. This is the dark-field equivalent of conventional beam-hardening, and is distinct from related, known effects, where the dark-field signal is modified by attenuation or phase shifts. We present a theoretical model for this group of effects and verify it by comparison to the measurements. These findings have significant implications for the interpretation of dark-field signal strength in polychromatic measurements.
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Leatham TA, Paganin DM, Morgan KS. X-ray phase and dark-field computed tomography without optical elements. OPTICS EXPRESS 2024; 32:4588-4602. [PMID: 38297656 DOI: 10.1364/oe.509604] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/17/2023] [Accepted: 12/07/2023] [Indexed: 02/02/2024]
Abstract
X-ray diffusive dark-field imaging, which allows spatially unresolved microstructure to be mapped across a sample, is an increasingly popular tool in an array of settings. Here, we present a new algorithm for phase and dark-field computed tomography based on the x-ray Fokker-Planck equation. Needing only a coherent x-ray source, sample, and detector, our propagation-based algorithm can map the sample density and dark-field/diffusion properties of the sample in 3D. Importantly, incorporating dark-field information in the density reconstruction process enables a higher spatial resolution reconstruction than possible with previous propagation-based approaches. Two sample exposures at each projection angle are sufficient for the successful reconstruction of both the sample density and dark-field Fokker-Planck diffusion coefficients. We anticipate that the proposed algorithm may be of benefit in biomedical imaging and industrial settings.
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Guo P, Zhang L, Lu J, Zhang H, Zhu X, Wu C, Zhan X, Yin H, Wang Z, Xu Y, Wang Z. Grating-based x-ray dark-field CT for lung cancer diagnosis in mice. Eur Radiol Exp 2024; 8:12. [PMID: 38270720 PMCID: PMC10810771 DOI: 10.1186/s41747-023-00399-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/19/2023] [Accepted: 10/20/2023] [Indexed: 01/26/2024] Open
Abstract
BACKGROUND The low absorption of x-rays in lung tissue and the poor resolution of conventional computed tomography (CT) limits its use to detect lung disease. However, x-ray dark-field imaging can sense the scattered x-rays deflected by the structures being imaged. This technique can facilitate the detection of small alveolar lesions that would be difficult to detect with conventional CT. Therefore, it may provide an alternative imaging modality to diagnose lung disease at an early stage. METHODS Eight mice were inoculated with lung cancers simultaneously. Each time two mice were scanned using a grating-based dark-field CT on days 4, 8, 12, and 16 after the introduction of the cancer cells. The detectability index was calculated between nodules and healthy parenchyma for both attenuation and dark-field modalities. High-resolution micro-CT and pathological examinations were used to crosscheck and validate our results. Paired t-test was used for comparing the ability of dark-field and attenuation modalities in pulmonary nodule detection. RESULTS The nodules were shown as a signal decrease in the dark-field modality and a signal increase in the attenuation modality. The number of nodules increased from day 8 to day 16, indicating disease progression. The detectability indices of dark-field modality were higher than those of attenuation modality (p = 0.025). CONCLUSIONS Compared with the standard attenuation CT, the dark-field CT improved the detection of lung nodules. RELEVANCE STATEMENT Dark-field CT has a higher detectability index than conventional attenuation CT in lung nodule detection. This technique could improve the early diagnosis of lung cancer. KEY POINTS • Lung cancer progression was observed using x-ray dark-field CT. • Dark-field modality complements with attenuation modality in lung nodule detection. • Dark-field modality showed a detectability index higher than that attenuation in nodule detection.
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Affiliation(s)
- Peiyuan Guo
- Department of Engineering Physics, Tsinghua University, Beijing, China
- Key Laboratory of Particle & Radiation Imaging (Tsinghua University) of Ministry of Education, Beijing, China
- Institute for Precision Medicine, Tsinghua University, Beijing, China
| | - Li Zhang
- Department of Engineering Physics, Tsinghua University, Beijing, China
- Key Laboratory of Particle & Radiation Imaging (Tsinghua University) of Ministry of Education, Beijing, China
- Institute for Precision Medicine, Tsinghua University, Beijing, China
| | - Jincheng Lu
- Department of Engineering Physics, Tsinghua University, Beijing, China
- Key Laboratory of Particle & Radiation Imaging (Tsinghua University) of Ministry of Education, Beijing, China
- Institute for Precision Medicine, Tsinghua University, Beijing, China
| | - Huitao Zhang
- School of Mathematical Sciences, Capital Normal University, Beijing, China
| | - Xiaohua Zhu
- Department of Engineering Physics, Tsinghua University, Beijing, China
- Key Laboratory of Particle & Radiation Imaging (Tsinghua University) of Ministry of Education, Beijing, China
| | - Chengpeng Wu
- Department of Engineering Physics, Tsinghua University, Beijing, China
- Key Laboratory of Particle & Radiation Imaging (Tsinghua University) of Ministry of Education, Beijing, China
| | - Xiangwen Zhan
- NHC Key Laboratory of Human Disease Comparative Medicine, Beijing Engineering Research Center for Experimental Animal Models of Human Critical Diseases, Institute of Laboratory Animal Sciences, Chinese Academy of Medical Sciences (CAMS) and Comparative Medicine Center, Peking Union Medical College (PUMC), Beijing, China
| | - Hongxia Yin
- Department of Radiology, Beijing Friendship Hospital, Capital Medical University, Beijing, China
| | - Zhenchang Wang
- Department of Radiology, Beijing Friendship Hospital, Capital Medical University, Beijing, China
| | - Yan Xu
- Department of Radiology, Beijing Friendship Hospital, Capital Medical University, Beijing, China.
| | - Zhentian Wang
- Department of Engineering Physics, Tsinghua University, Beijing, China.
- Key Laboratory of Particle & Radiation Imaging (Tsinghua University) of Ministry of Education, Beijing, China.
- Institute for Precision Medicine, Tsinghua University, Beijing, China.
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Organista C, Tang R, Shi Z, Jefimovs K, Josell D, Romano L, Spindler S, Kibleur P, Blykers B, Stampanoni M, Boone MN. Implementation of a dual-phase grating interferometer for multi-scale characterization of building materials by tunable dark-field imaging. Sci Rep 2024; 14:384. [PMID: 38172504 PMCID: PMC10764912 DOI: 10.1038/s41598-023-50424-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/19/2023] [Accepted: 12/19/2023] [Indexed: 01/05/2024] Open
Abstract
The multi-scale characterization of building materials is necessary to understand complex mechanical processes, with the goal of developing new more sustainable materials. To that end, imaging methods are often used in materials science to characterize the microscale. However, these methods compromise the volume of interest to achieve a higher resolution. Dark-field (DF) contrast imaging is being investigated to characterize building materials in length scales smaller than the resolution of the imaging system, allowing a direct comparison of features in the nano-scale range and overcoming the scale limitations of the established characterization methods. This work extends the implementation of a dual-phase X-ray grating interferometer (DP-XGI) for DF imaging in a lab-based setup. The interferometer was developed to operate at two different design energies of 22.0 keV and 40.8 keV and was designed to characterize nanoscale-size features in millimeter-sized material samples. The good performance of the interferometer in the low energy range (LER) is demonstrated by the DF retrieval of natural wood samples. In addition, a high energy range (HER) configuration is proposed, resulting in higher mean visibility and good sensitivity over a wider range of correlation lengths in the nanoscale range. Its potential for the characterization of mineral building materials is illustrated by the DF imaging of a Ketton limestone. Additionally, the capability of the DP-XGI to differentiate features in the nanoscale range is proven with the dark-field of Silica nanoparticles at different correlation lengths of calibrated sizes of 106 nm, 261 nm, and 507 nm.
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Affiliation(s)
- Caori Organista
- Radiation Physics Research group, Department Physics and Astronomy, Ghent University, 9000, Ghent, Belgium.
- Centre for X-ray Tomography, Ghent University, 9000, Ghent, Belgium.
- UGent‑Woodlab, Department of Environment, Faculty of Bioscience Engineering, Ghent University, 9000, Ghent, Belgium.
- Pore-Scale Processes in Geomaterials Research Group (PProGRess), Department of Geology, Ghent University, 9000, Ghent, Belgium.
- Institute for Biomedical Engineering, ETH Zurich, 8092, Zurich, Switzerland.
| | - Ruizhi Tang
- Radiation Physics Research group, Department Physics and Astronomy, Ghent University, 9000, Ghent, Belgium
- Centre for X-ray Tomography, Ghent University, 9000, Ghent, Belgium
| | - Zhitian Shi
- Institute for Biomedical Engineering, ETH Zurich, 8092, Zurich, Switzerland
- Swiss Light Source, Paul Scherrer Institute, Villigen, 5232, Switzerland
| | | | - Daniel Josell
- Materials Science and Engineering Division, National Institute of Standards and Technology, Gaithersburg, MD, USA
| | - Lucia Romano
- Institute for Biomedical Engineering, ETH Zurich, 8092, Zurich, Switzerland
- Swiss Light Source, Paul Scherrer Institute, Villigen, 5232, Switzerland
| | - Simon Spindler
- Institute for Biomedical Engineering, ETH Zurich, 8092, Zurich, Switzerland
- Swiss Light Source, Paul Scherrer Institute, Villigen, 5232, Switzerland
| | - Pierre Kibleur
- Centre for X-ray Tomography, Ghent University, 9000, Ghent, Belgium
- UGent‑Woodlab, Department of Environment, Faculty of Bioscience Engineering, Ghent University, 9000, Ghent, Belgium
| | - Benjamin Blykers
- Centre for X-ray Tomography, Ghent University, 9000, Ghent, Belgium
- Pore-Scale Processes in Geomaterials Research Group (PProGRess), Department of Geology, Ghent University, 9000, Ghent, Belgium
| | - Marco Stampanoni
- Institute for Biomedical Engineering, ETH Zurich, 8092, Zurich, Switzerland
- Swiss Light Source, Paul Scherrer Institute, Villigen, 5232, Switzerland
| | - Matthieu N Boone
- Radiation Physics Research group, Department Physics and Astronomy, Ghent University, 9000, Ghent, Belgium
- Centre for X-ray Tomography, Ghent University, 9000, Ghent, Belgium
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7
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Tang R, Organista C, Romano L, Van Hoorebeke L, Stampanoni M, Aelterman J, Boone MN. Pixel-wise beam-hardening correction for dark-field signal in X-ray dual-phase grating interferometry. OPTICS EXPRESS 2023; 31:40450-40468. [PMID: 38041345 DOI: 10.1364/oe.499397] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/30/2023] [Accepted: 09/18/2023] [Indexed: 12/03/2023]
Abstract
The dark-field signal provided by X-ray grating interferometry is an invaluable tool for providing structural information beyond the direct spatial resolution and their variations on a macroscopic scale. However, when using a polychromatic source, the beam-hardening effect in the dark-field signal makes the quantitative sub-resolution structural information inaccessible. Especially, the beam-hardening effect in dual-phase grating interferometry varies with spatial location, inter-grating distance, and diffraction order. In this work, we propose a beam-hardening correction algorithm, taking into account all these factors. The accuracy and robustness of the algorithm are then validated by experimental results. This work contributes a necessary step toward accessing small-angle scattering structural information in dual-phase grating interferometry.
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8
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How YY, Paganin DM, Morgan KS. On the quantification of sample microstructure using single-exposure x-ray dark-field imaging via a single-grid setup. Sci Rep 2023; 13:11001. [PMID: 37419926 PMCID: PMC10329004 DOI: 10.1038/s41598-023-37334-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/01/2022] [Accepted: 06/20/2023] [Indexed: 07/09/2023] Open
Abstract
The size of the smallest detectable sample feature in an x-ray imaging system is usually restricted by the spatial resolution of the system. This limitation can now be overcome using the diffusive dark-field signal, which is generated by unresolved phase effects or the ultra-small-angle x-ray scattering from unresolved sample microstructures. A quantitative measure of this dark-field signal can be useful in revealing the microstructure size or material for medical diagnosis, security screening and materials science. Recently, we derived a new method to quantify the diffusive dark-field signal in terms of a scattering angle using a single-exposure grid-based approach. In this manuscript, we look at the problem of quantifying the sample microstructure size from this single-exposure dark-field signal. We do this by quantifying the diffusive dark-field signal produced by 5 different sizes of polystyrene microspheres, ranging from 1.0 to 10.8 µm, to investigate how the strength of the extracted dark-field signal changes with the sample microstructure size, [Formula: see text]. We also explore the feasibility of performing single-exposure dark-field imaging with a simple equation for the optimal propagation distance, given microstructure with a specific size and thickness, and show consistency between this model and experimental data. Our theoretical model predicts that the dark-field scattering angle is inversely proportional to [Formula: see text], which is also consistent with our experimental data.
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Affiliation(s)
- Ying Ying How
- School of Physics and Astronomy, Monash University, Clayton, VIC, 3800, Australia.
| | - David M Paganin
- School of Physics and Astronomy, Monash University, Clayton, VIC, 3800, Australia
| | - Kaye S Morgan
- School of Physics and Astronomy, Monash University, Clayton, VIC, 3800, Australia
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Ren K, Gu Y, Luo M, Chen H, Wang Z. Deep-learning-based denoising of X-ray differential phase and dark-field images. Eur J Radiol 2023; 163:110835. [PMID: 37098281 DOI: 10.1016/j.ejrad.2023.110835] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/24/2022] [Revised: 03/27/2023] [Accepted: 04/07/2023] [Indexed: 04/27/2023]
Abstract
PURPOSE Statistical photon noise has always been a common problem in X-ray multi-contrast imaging and significantly influenced the quality of retrieved differential phase and dark-field images. We intend to develop a deep learning-based denoising algorithm to reduce the noise of retrieved X-ray differential phase and dark-field images. METHODS A novel deep learning based image noise suppression algorithm (named DnCNN-P) is presented. We proposed two different denoising modes: Retrieval-Denoising mode (R-D mode) and Denoising-Retrieval mode (D-R mode). While the R-D mode denoises the retrieved images, the D-R mode denoises the raw phase stepping data. The two denoising modes are evaluated under different photon counts and visibilities. RESULTS Experimental results show that with the algorithm DnCNN-P used, the D-R mode always exhibits a better noise reduction under diverse experimental conditions, even in the case of a low photon count and/or a low visibility. With a detected photon count of 1800 and a visibility of 0.3, compared to the differential phase images without denoising, the standard deviation is reduced by 89.1% and 16.4% in the D-R and R-D modes. Compared to the dark-field images without denoising, the standard deviation is reduced by 83.7% and 12.6% in the D-R and R-D modes, respectively. CONCLUSIONS The novel supervised DnCNN-P algorithm can significantly reduce the noise in retrieved X-ray differential phase and dark-field images. We believe this novel algorithm can be a promising approach to improve the quality of X-ray differential phase and dark-field images, and therefore dose efficiency in future biomedical applications.
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Affiliation(s)
- Kun Ren
- School of Microelectronics, Hefei University of Technology, Hefei 230009, China
| | - Yao Gu
- School of Physics, Hefei University of Technology, Hefei 230009, China
| | - Mengsi Luo
- School of Physics, Hefei University of Technology, Hefei 230009, China
| | - Heng Chen
- School of Physics, Hefei University of Technology, Hefei 230009, China
| | - Zhili Wang
- School of Physics, Hefei University of Technology, Hefei 230009, China.
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Liu H, Liu M, Jiang X, Luo J, Song Y, Chu X, Zan G. Multimodal Image Fusion for X-ray Grating Interferometry. SENSORS (BASEL, SWITZERLAND) 2023; 23:3115. [PMID: 36991826 PMCID: PMC10053574 DOI: 10.3390/s23063115] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 02/02/2023] [Revised: 03/11/2023] [Accepted: 03/13/2023] [Indexed: 06/19/2023]
Abstract
X-ray grating interferometry (XGI) can provide multiple image modalities. It does so by utilizing three different contrast mechanisms-attenuation, refraction (differential phase-shift), and scattering (dark-field)-in a single dataset. Combining all three imaging modalities could create new opportunities for the characterization of material structure features that conventional attenuation-based methods are unable probe. In this study, we proposed an image fusion scheme based on the non-subsampled contourlet transform and spiking cortical model (NSCT-SCM) to combine the tri-contrast images retrieved from XGI. It incorporated three main steps: (i) image denoising based on Wiener filtering, (ii) the NSCT-SCM tri-contrast fusion algorithm, and (iii) image enhancement using contrast-limited adaptive histogram equalization, adaptive sharpening, and gamma correction. The tri-contrast images of the frog toes were used to validate the proposed approach. Moreover, the proposed method was compared with three other image fusion methods by several figures of merit. The experimental evaluation results highlighted the efficiency and robustness of the proposed scheme, with less noise, higher contrast, more information, and better details.
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Affiliation(s)
- Haoran Liu
- School of Data Science and Artificial Intelligence, Wenzhou University of Technology, Wenzhou 325000, China
- State Key Laboratory of Geohazard Prevention and Geoenvironment Protection, Chengdu University of Technology, Chengdu 610059, China
| | - Mingzhe Liu
- School of Data Science and Artificial Intelligence, Wenzhou University of Technology, Wenzhou 325000, China
- State Key Laboratory of Geohazard Prevention and Geoenvironment Protection, Chengdu University of Technology, Chengdu 610059, China
| | - Xin Jiang
- School of Data Science and Artificial Intelligence, Wenzhou University of Technology, Wenzhou 325000, China
| | - Jinglei Luo
- The Engineering & Technical College of Chengdu University of Technology, Leshan 614000, China
| | - Yuming Song
- The Engineering & Technical College of Chengdu University of Technology, Leshan 614000, China
| | - Xingyue Chu
- The Engineering & Technical College of Chengdu University of Technology, Leshan 614000, China
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Schmid C, Viermetz M, Gustschin N, Noichl W, Haeusele J, Lasser T, Koehler T, Pfeiffer F. Modeling Vibrations of a Tiled Talbot-Lau Interferometer on a Clinical CT. IEEE TRANSACTIONS ON MEDICAL IMAGING 2023; 42:774-784. [PMID: 36301786 DOI: 10.1109/tmi.2022.3217662] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/16/2023]
Abstract
X-ray computed tomography (CT) is an invaluable imaging technique for non-invasive medical diagnosis. However, for soft tissue in the human body the difference in attenuation is inherently small. Grating-based X-ray phase-contrast is a relatively novel imaging method which detects additional interaction mechanisms between photons and matter, namely refraction and small-angle scattering, to generate additional images with different contrast. The experimental setup involves a Talbot-Lau interferometer whose susceptibility to mechanical vibrations hindered acquisition schemes suitable for clinical routine in the past. We present a processing pipeline to identify spatially and temporally variable fluctuations occurring in an interferometer installed on a continuously rotating clinical CT gantry. The correlations of the vibrations in the modular grating setup are exploited to identify a small number of relevant fluctuation modes, allowing for a sample reconstruction free of vibration artifacts.
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12
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van Gogh S, Rawlik M, Pereira A, Spindler S, Mukherjee S, Zdora MC, Stauber M, Alaifari R, Varga Z, Stampanoni M. Towards clinical-dose grating interferometry breast CT with fused intensity-based iterative reconstruction. OPTICS EXPRESS 2023; 31:9052-9071. [PMID: 36860006 DOI: 10.1364/oe.484123] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/27/2022] [Accepted: 02/19/2023] [Indexed: 06/18/2023]
Abstract
X-ray grating interferometry CT (GI-CT) is an emerging imaging modality which provides three complementary contrasts that could increase the diagnostic content of clinical breast CT: absorption, phase, and dark-field. Yet, reconstructing the three image channels under clinically compatible conditions is challenging because of severe ill-conditioning of the tomographic reconstruction problem. In this work we propose to solve this problem with a novel reconstruction algorithm that assumes a fixed relation between the absorption and the phase-contrast channel to reconstruct a single image by automatically fusing the absorption and phase channels. The results on both simulations and real data show that, enabled by the proposed algorithm, GI-CT outperforms conventional CT at a clinical dose.
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13
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Spindler S, Etter D, Rawlik M, Polikarpov M, Romano L, Shi Z, Jefimovs K, Wang Z, Stampanoni M. The choice of an autocorrelation length in dark-field lung imaging. Sci Rep 2023; 13:2731. [PMID: 36792717 PMCID: PMC9932147 DOI: 10.1038/s41598-023-29762-y] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/01/2022] [Accepted: 02/09/2023] [Indexed: 02/17/2023] Open
Abstract
Respiratory diseases are one of the most common causes of death, and their early detection is crucial for prompt treatment. X-ray dark-field radiography (XDFR) is a promising tool to image objects with unresolved micro-structures such as lungs. Using Talbot-Lau XDFR, we imaged inflated porcine lungs together with Polymethylmethacrylat (PMMA) microspheres (in air) of diameter sizes between 20 and 500 [Formula: see text] over an autocorrelation range of 0.8-5.2 [Formula: see text]. The results indicate that the dark-field extinction coefficient of porcine lungs is similar to that of densely-packed PMMA spheres with diameter of [Formula: see text], which is approximately the mean alveolar structure size. We evaluated that, in our case, the autocorrelation length would have to be limited to [Formula: see text] in order to image [Formula: see text]-thick lung tissue without critical visibility reduction (signal saturation). We identify the autocorrelation length to be the critical parameter of an interferometer that allows to avoid signal saturation in clinical lung dark-field imaging.
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Affiliation(s)
- Simon Spindler
- Swiss Light Source, Paul Scherrer Institute, 5232, Villigen, Switzerland.
- Institute for Biomedical Engineering, ETH Zürich, 8092, Zürich, Switzerland.
| | - Dominik Etter
- Swiss Light Source, Paul Scherrer Institute, 5232, Villigen, Switzerland
- Institute for Biomedical Engineering, ETH Zürich, 8092, Zürich, Switzerland
| | - Michał Rawlik
- Swiss Light Source, Paul Scherrer Institute, 5232, Villigen, Switzerland
- Institute for Biomedical Engineering, ETH Zürich, 8092, Zürich, Switzerland
| | - Maxim Polikarpov
- Swiss Light Source, Paul Scherrer Institute, 5232, Villigen, Switzerland
- Institute for Biomedical Engineering, ETH Zürich, 8092, Zürich, Switzerland
| | - Lucia Romano
- Swiss Light Source, Paul Scherrer Institute, 5232, Villigen, Switzerland
- Institute for Biomedical Engineering, ETH Zürich, 8092, Zürich, Switzerland
| | - Zhitian Shi
- Swiss Light Source, Paul Scherrer Institute, 5232, Villigen, Switzerland
- Institute for Biomedical Engineering, ETH Zürich, 8092, Zürich, Switzerland
| | | | - Zhentian Wang
- Institute for Biomedical Engineering, ETH Zürich, 8092, Zürich, Switzerland
- Department of Engineering Physics, Tsinghua University, Haidian District, 100080, Beijing, China
- Key Laboratory of Particle & Radiation Imaging, (Tsinghua University) Ministry of Education, Haidian District, 100080, Beijing, China
| | - Marco Stampanoni
- Swiss Light Source, Paul Scherrer Institute, 5232, Villigen, Switzerland
- Institute for Biomedical Engineering, ETH Zürich, 8092, Zürich, Switzerland
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Viermetz M, Gustschin N, Schmid C, Haeusele J, Noel PB, Proksa R, Loscher S, Koehler T, Pfeiffer F. Technical Design Considerations of a Human-Scale Talbot-Lau Interferometer for Dark-Field CT. IEEE TRANSACTIONS ON MEDICAL IMAGING 2023; 42:220-232. [PMID: 36112565 DOI: 10.1109/tmi.2022.3207579] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/10/2023]
Abstract
Computed tomography (CT) as an important clinical diagnostics method can profit from extension with dark-field imaging, as it is currently restricted to X-rays' attenuation contrast only. Dark-field imaging allows access to more tissue properties, such as micro-structural texture or porosity. The up-scaling process to clinical scale is complex because several design constraints must be considered. The two most important ones are that the finest grating is limited by current manufacturing technology to a [Formula: see text] period and that the interferometer should fit into the CT gantry with minimal modifications only. In this work we discuss why an inverse interferometer and a triangular G1 profile are advantageous and make a compact and sensitive interferometer implementation feasible. Our evaluation of the triangular grating profile reveals a deviation in the interference pattern compared to standard grating profiles, which must be considered in the subsequent data processing. An analysis of the grating orientation demonstrates that currently only a vertical layout can be combined with cylindrical bending of the gratings. We also provide an in-depth discussion, including a new simulation approach, of the impact of the extended X-ray source spot which can lead to large performance loss and present supporting experimental results. This analysis reveals a vastly increased sensitivity to geometry and grating period deviations, which must be considered early in the system design process.
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15
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Blykers BK, Organista C, Kagias M, Marone F, Stampanoni M, Boone MN, Cnudde V, Aelterman J. Exploration of the X-ray Dark-Field Signal in Mineral Building Materials. J Imaging 2022; 8:jimaging8100282. [PMID: 36286376 PMCID: PMC9604867 DOI: 10.3390/jimaging8100282] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/08/2022] [Revised: 10/06/2022] [Accepted: 10/11/2022] [Indexed: 11/30/2022] Open
Abstract
Mineral building materials suffer from weathering processes such as salt efflorescence, freeze-thaw cycling, and microbial colonization. All of these processes are linked to water (liquid and vapor) in the pore space. The degree of damage following these processes is heavily influenced by pore space properties such as porosity, pore size distribution, and pore connectivity. X-ray computed micro-tomography (µCT) has proven to be a valuable tool to non-destructively investigate the pore space of stone samples in 3D. However, a trade-off between the resolution and field-of-view often impedes reliable conclusions on the material's properties. X-ray dark-field imaging (DFI) is based on the scattering of X-rays by sub-voxel-sized features, and as such, provides information on the sample complementary to that obtained using conventional µCT. In this manuscript, we apply X-ray dark-field tomography for the first time on four mineral building materials (quartzite, fired clay brick, fired clay roof tile, and carbonated mineral building material), and investigate which information the dark-field signal entails on the sub-resolution space of the sample. Dark-field tomography at multiple length scale sensitivities was performed at the TOMCAT beamline of the Swiss Light Source (Villigen, Switzerland) using a Talbot grating interferometer. The complementary information of the dark-field modality is most clear in the fired clay brick and roof tile; quartz grains that are almost indistinguishable in the conventional µCT scan are clearly visible in the dark-field owing to their low dark-field signal (homogenous sub-voxel structure), whereas the microporous bulk mass has a high dark-field signal. Large (resolved) pores on the other hand, which are clearly visible in the absorption dataset, are almost invisible in the dark-field modality because they are overprinted with dark-field signal originating from the bulk mass. The experiments also showed how the dark-field signal from a feature depends on the length scale sensitivity, which is set by moving the sample with respect to the grating interferometer.
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Affiliation(s)
- Benjamin K. Blykers
- Pore-Scale Processes in Geomaterials Research Group (PProGRess), Department of Geology, Ghent University, 9000 Ghent, Belgium
- Ghent University Centre for X-ray Tomography (UGCT), 9000 Ghent, Belgium
- Correspondence:
| | - Caori Organista
- Ghent University Centre for X-ray Tomography (UGCT), 9000 Ghent, Belgium
- Swiss Light Source, Paul Scherrer Institute, 5232 Villigen, Switzerland
- Institute for Biomedical Engineering, University and ETH Zürich, 8092 Zürich, Switzerland
- Department of Physics and Astronomy, Ghent University, 9000 Ghent, Belgium
| | - Matias Kagias
- Swiss Light Source, Paul Scherrer Institute, 5232 Villigen, Switzerland
- Division of Engineering and Applied Science, California Institute of Technology, Pasadena, CA 91125, USA
| | - Federica Marone
- Swiss Light Source, Paul Scherrer Institute, 5232 Villigen, Switzerland
| | - Marco Stampanoni
- Swiss Light Source, Paul Scherrer Institute, 5232 Villigen, Switzerland
- Institute for Biomedical Engineering, University and ETH Zürich, 8092 Zürich, Switzerland
| | - Matthieu N. Boone
- Ghent University Centre for X-ray Tomography (UGCT), 9000 Ghent, Belgium
- Department of Physics and Astronomy, Ghent University, 9000 Ghent, Belgium
| | - Veerle Cnudde
- Pore-Scale Processes in Geomaterials Research Group (PProGRess), Department of Geology, Ghent University, 9000 Ghent, Belgium
- Ghent University Centre for X-ray Tomography (UGCT), 9000 Ghent, Belgium
- Environmental Hydrogeology, Department of Earth Sciences, Utrecht University, 3584 Utrecht, The Netherlands
| | - Jan Aelterman
- Ghent University Centre for X-ray Tomography (UGCT), 9000 Ghent, Belgium
- Department of Physics and Astronomy, Ghent University, 9000 Ghent, Belgium
- Image Processing and Interpretation, TELIN Department, Ghent University, 9000 Ghent, Belgium
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16
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Demonstration of Neutron Phase Imaging Based on Talbot–Lau Interferometer at Compact Neutron Source RANS. QUANTUM BEAM SCIENCE 2022. [DOI: 10.3390/qubs6020022] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Neutron imaging based on a compact Talbot–Lau interferometer was demonstrated using the RIKEN accelerator-driven compact neutron source (RANS). A compact Talbot–Lau interferometer consisting of gadolinium absorption gratings and a silicon phase grating was constructed and connected to the RANS. Because of pulsed thermal neutrons from the RANS and a position-sensitive detector equipped with time-of-flight (TOF) analysis, moiré interference patterns generated using the interferometer were extracted at a TOF range around the design wavelength (2.37 Å) optimal for the interferometer. Differential phase and scattering images of the metal rod samples were obtained through phase-stepping measurements with the interferometer. This demonstrates the feasibility of neutron phase imaging using a compact neutron facility and the potential for flexible and unique applications for nondestructive evaluation.
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17
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Multi-Modal X-ray Imaging and Analysis for Characterization of Urinary Stones. APPLIED SCIENCES-BASEL 2022. [DOI: 10.3390/app12083798] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Backgound: The composition of stones formed in the urinary tract plays an important role in their management over time. The most common imaging method for the non-invasive evaluation of urinary stones is radiography and computed tomography (CT). However, CT is not very sensitive, and cannot differentiate between all critical stone types. In this study, we propose the application, and evaluate the potential, of a multi-modal (or multi-contrast) X-ray imaging technique called speckle-based imaging (SBI) to differentiate between various types of urinary stones. Methods: Three different stone samples were extracted from animal and human urinary tracts and examined in a laboratory-based speckle tracking setup. The results were discussed based on an X-ray diffraction analysis and a comparison with X-ray microtomography and grating-based interferometry. Results: The stones were classified through compositional analysis by X-ray diffraction. The multi-contrast images obtained using the SBI method provided detailed information about the composition of various urinary stone types, and could differentiate between them. X-ray SBI could provide highly sensitive and high-resolution characterizations of different urinary stones in the radiography mode, comparable to those by grating interferometry. Conclusions: This investigation demonstrated the capability of the SBI technique for the non-invasive classification of urinary stones through radiography in a simple and cost-effective laboratory setting. This opens the possibility for further studies concerning full-field in vivo SBI for the clinical imaging of urinary stones.
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Schick RC, Koehler T, Noichl W, De Marco F, Willer K, Urban T, Frank M, Pralow T, Maack I, Prevrhal S, Lundt B, Fingerle A, Pfeiffer D, Herzen J, Pfeiffer F. Correction of Motion Artifacts in Dark-Field Radiography of the Human Chest. IEEE TRANSACTIONS ON MEDICAL IMAGING 2022; 41:895-902. [PMID: 34748485 DOI: 10.1109/tmi.2021.3126492] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/13/2023]
Abstract
Dark-field radiography of the human chest is a promising novel imaging technique with the potential of becoming a valuable tool for the early diagnosis of chronic obstructive pulmonary disease and other diseases of the lung. The large field-of-view needed for clinical purposes could recently be achieved by a scanning system. While this approach overcomes the limited availability of large area grating structures, it also results in a prolonged image acquisition time, leading to concomitant motion artifacts caused by intrathoracic movements (e.g. the heartbeat). Here we report on a motion artifact reduction algorithm for a dark-field X-ray scanning system, and its successful evaluation in a simulated chest phantom and human in vivo chest X-ray dark-field data. By partitioning the acquired data into virtual scans with shortened acquisition time, such motion artifacts may be reduced or even fully avoided. Our results demonstrate that motion artifacts (e.g. induced by cardiac motion or diaphragmatic movements) can effectively be reduced, thus significantly improving the image quality of dark-field chest radiographs.
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19
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Fabrication of X-ray absorption gratings by centrifugal deposition of bimodal tungsten particles in high aspect ratio silicon templates. Sci Rep 2022; 12:5405. [PMID: 35354819 PMCID: PMC8968707 DOI: 10.1038/s41598-022-08222-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/05/2022] [Accepted: 03/03/2022] [Indexed: 11/08/2022] Open
Abstract
Grating-based X-ray imaging employs high aspect ratio absorption gratings to generate contrast induced by attenuating, phase-shifting, and small-angle scattering properties of the imaged object. The fabrication of the absorption gratings remains a crucial challenge of the method on its pathway to clinical applications. We explore a simple and fast centrifugal tungsten particle deposition process into silicon-etched grating templates, which has decisive advantages over conventional methods. For that, we use a bimodal tungsten particle suspension which is introduced into a custom designed grating holder and centrifuged at over 1000×g. Gratings with 45 µm period, 450 µm depth, and 170 mm × 38 mm active area are successfully processed reaching a homogeneous absorber filling. The effective absorbing tungsten thickness in the trenches is 207 µm resulting in a filling ratio of 46.6% compared to a voidless filling. The grating was tested in a Talbot–Lau interferometer designed for clinical X-ray dark-field computed tomography, where visibilities up to 33.6% at 60 kV were achieved.
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20
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Abstract
X-ray computed tomography (CT) is one of the most commonly used diagnostic three-dimensional imaging modalities today. Conventionally, this noninvasive technique generates contrast by measuring the X-ray attenuation properties of different tissues. Considering the wave nature of X-rays, complementary contrast can be achieved by further measuring their small-angle scattering (dark-field) properties. This provides additional valuable diagnostic information on otherwise unresolved tissue microstructure. In our work, we have translated this wave-optical mechanism from the optical bench to a human-sized prototype CT system. This involved the integration of an interferometer into a clinical CT gantry and overcoming several associated challenges regarding vibrations, continuous gantry rotation, and large field of view. This development puts complementary X-ray contrast within reach for real-word medical applications. X-ray computed tomography (CT) is one of the most commonly used three-dimensional medical imaging modalities today. It has been refined over several decades, with the most recent innovations including dual-energy and spectral photon-counting technologies. Nevertheless, it has been discovered that wave-optical contrast mechanisms—beyond the presently used X-ray attenuation—offer the potential of complementary information, particularly on otherwise unresolved tissue microstructure. One such approach is dark-field imaging, which has recently been introduced and already demonstrated significantly improved radiological benefit in small-animal models, especially for lung diseases. Until now, however, dark-field CT could not yet be translated to the human scale and has been restricted to benchtop and small-animal systems, with scan durations of several minutes or more. This is mainly because the adaption and upscaling to the mechanical complexity, speed, and size of a human CT scanner so far remained an unsolved challenge. Here, we now report the successful integration of a Talbot–Lau interferometer into a clinical CT gantry and present dark-field CT results of a human-sized anthropomorphic body phantom, reconstructed from a single rotation scan performed in 1 s. Moreover, we present our key hardware and software solutions to the previously unsolved roadblocks, which so far have kept dark-field CT from being translated from the optical bench into a rapidly rotating CT gantry, with all its associated challenges like vibrations, continuous rotation, and large field of view. This development enables clinical dark-field CT studies with human patients in the near future.
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21
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Ton N, Goncin U, Panahifar A, Webb MA, Chapman D, Wiebe S, Machtaler S. Developing a Microbubble-Based Contrast Agent for Synchrotron Multiple-Image Radiography. Mol Imaging Biol 2022; 24:590-599. [PMID: 35137326 DOI: 10.1007/s11307-022-01705-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/16/2021] [Revised: 01/04/2022] [Accepted: 01/18/2022] [Indexed: 11/26/2022]
Abstract
PURPOSE Multiple-image radiography (MIR) is an analyzer-based synchrotron X-ray imaging approach capable of dissociating absorption, refraction, and scattering components of X-ray interaction with the material. It generates additional image contrast mechanisms (besides absorption), especially in the case of soft tissues, while minimizing absorbed radiation dose. Our goal is to develop a contrast agent for MIR using ultrasound microbubbles by carrying out a systematic assessment of size, shell material, and concentration. PROCEDURES Microbubbles were synthesized with two different shell materials: phospholipid and polyvinyl-alcohol. Polydisperse perfluorobutane-filled lipid microbubbles were divided into five size groups using centrifugation. Two distributions of air-filled polymer microbubbles were generated: 2-3 µm and 3-4 µm. A subset of polymer microbubbles 3-4 µm had iron oxide nanoparticles incorporated into their shell or coated on their surface. Microbubbles were immobilized in agar with different concentrations: 5 × 107, 5 × 106, and 5 × 105 MBs/ml. MIR was conducted on the BioMedical Imaging and Therapy beamline at the Canadian Light Source. Three images were generated: Gaussian amplitude, refraction, and ultra-small-angle X-ray scattering (USAXS). The contrast signal was quantified by measuring mean pixel values and comparing them with agar. RESULTS No difference was detected in absorption or refraction images of all tested microbubbles. Using USAXS, a significant signal increase was observed with lipid microbubbles 6-10 µm at the highest concentration (p = 0.02), but no signal was observed at lower concentrations. CONCLUSIONS These data indicate that lipid microbubbles 6-10 µm are candidates as contrast agents for MIR, specifically for USAXS. A minimum concentration of 5 × 107 microbubbles (lipid-shell 6-10 µm) per milliliter was needed to generate a detectable signal.
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Affiliation(s)
- Ngoc Ton
- Department of Medical Imaging, University of Saskatchewan, Saskatoon, Saskatchewan, Canada
| | - Una Goncin
- Department of Medical Imaging, University of Saskatchewan, Saskatoon, Saskatchewan, Canada
| | - Arash Panahifar
- Department of Medical Imaging, University of Saskatchewan, Saskatoon, Saskatchewan, Canada
- Canadian Light Source, Saskatoon, Saskatchewan, Canada
| | - M Adam Webb
- Canadian Light Source, Saskatoon, Saskatchewan, Canada
| | - Dean Chapman
- Department of Anatomy, Physiology and Pharmacology, University of Saskatchewan, Saskatoon, Saskatchewan, Canada
- Canadian Light Source, Saskatoon, Saskatchewan, Canada
| | - Sheldon Wiebe
- Department of Medical Imaging, University of Saskatchewan, Saskatoon, Saskatchewan, Canada
| | - Steven Machtaler
- Department of Medical Imaging, University of Saskatchewan, Saskatoon, Saskatchewan, Canada.
- University of Saskatchewan, 107 Wiggins Rd, Saskatoon, Saskatchewan, S7N 5E5, Canada.
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22
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An In-House Cone-Beam Tomographic Reconstruction Package for Laboratory X-ray Phase-Contrast Imaging. APPLIED SCIENCES-BASEL 2022. [DOI: 10.3390/app12031430] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/05/2023]
Abstract
Phase-contrast, and in general, multi-modal, X-ray micro-tomography is proven to be very useful for low-density, low-attention samples enabling much better contrast than its attenuation-based pendant. Therefore, it is increasingly applied in bio- and life sciences primarily dealing with such samples. Although there is a plethora of literature regarding phase-retrieval algorithms, access to implementations of those algorithms is relatively limited and very few packages combining phase-retrieval methods with the full tomographic reconstruction pipeline are available. This is especially the case for laboratory-based phase-contrast imaging typically featuring cone-beam geometry. We present here an in-house cone-beam tomographic reconstruction package for laboratory X-ray phase-contrast imaging. It covers different phase-contrast techniques and phase retrieval methods. The paper explains their implementation and integration in the filtered back projection chain. Their functionality and efficiency will be demonstrated through applications on a few dedicated samples.
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23
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Yin M, Yuan M, Deng K, Li J, Zhang G, Zhu J, Xie W, Wu J. Subcutaneous Low-Density Foreign Bodies Detection via Grating-Based Multimodal X-ray Imaging. J Digit Imaging 2022; 35:365-373. [PMID: 35064371 PMCID: PMC8921381 DOI: 10.1007/s10278-021-00569-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/19/2021] [Revised: 11/10/2021] [Accepted: 12/08/2021] [Indexed: 11/28/2022] Open
Abstract
Detecting low-density foreign bodies within soft tissues still stands for a serious challenge. Grating-based multimodal X-ray imaging typically has low hardware requirements while simultaneously providing three kinds of imaging information, i.e., absorption, phase-contrast, and dark-field. We aimed to explore the capacity of grating-based multimodal X-ray imaging technology for detecting common foreign bodies within subcutaneous tissues, and to assess the advantages as well as disadvantages of the three kinds of images obtained via grating-based X-ray multimodal technology in relation to diverse kinds of foreign bodies within different tissues. In this study, metal, glass, wood, plastic, graphite, and ceramic foreign bodies were injected into chunks of the pig adipose tissue and chicken thigh muscles. Next, a grating-based multimodal X-ray imaging device developed in our laboratory was used to detect the above foreign bodies within the adipose and muscle tissues. Our results show that grating-based multimodal X-ray imaging clearly revealed the subcutaneous foreign bodies within the adipose and muscle tissues by acquiring complementary absorption, phase-contrast, and dark-field imaging data in a single shot. Grating-based multimodal X-ray imaging has an exciting potential to detect foreign bodies underneath the epidermis.
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Affiliation(s)
- Meifang Yin
- Department of Burn and Plastic Surgery, Department of Wound Repair, Shenzhen Institute of Translational Medicine, The First Affiliated Hospital of Shenzhen University, Second People's Hospital, ShenzhenShenzhen, 518035, China
| | - Mingzhou Yuan
- Department of Burn Surgery, The First Affiliated Hospital, Sun Yat-Sen University, Guangzhou, 510080, China
| | - Kai Deng
- Institute of Fluid Physics, Chinese Academy of Engineering Physics, Mianyang, 621999, China
| | - Jing Li
- Institute of Fluid Physics, Chinese Academy of Engineering Physics, Mianyang, 621999, China
| | - Guangya Zhang
- Institute of Fluid Physics, Chinese Academy of Engineering Physics, Mianyang, 621999, China
| | - Jiayuan Zhu
- Department of Burn Surgery, The First Affiliated Hospital, Sun Yat-Sen University, Guangzhou, 510080, China
| | - Weiping Xie
- Institute of Fluid Physics, Chinese Academy of Engineering Physics, Mianyang, 621999, China.
| | - Jun Wu
- Department of Burn and Plastic Surgery, Department of Wound Repair, Shenzhen Institute of Translational Medicine, The First Affiliated Hospital of Shenzhen University, Second People's Hospital, ShenzhenShenzhen, 518035, China.
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24
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Kim J, Kagias M, Marone F, Shi Z, Stampanoni M. Fast acquisition protocol for X-ray scattering tensor tomography. Sci Rep 2021; 11:23046. [PMID: 34845280 PMCID: PMC8629987 DOI: 10.1038/s41598-021-02467-w] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/07/2021] [Accepted: 10/27/2021] [Indexed: 11/17/2022] Open
Abstract
Microstructural information over an entire sample is important to understand the macroscopic behaviour of materials. X-ray scattering tensor tomography facilitates the investigation of the microstructural organisation in statistically large sample volumes. However, established acquisition protocols based on scanning small-angle X-ray scattering and X-ray grating interferometry inherently require long scan times even with highly brilliant X-ray sources. Recent developments in X-ray diffractive optics towards circular pattern arrays enable fast single-shot acquisition of the sample scattering properties with 2D omnidirectional sensitivity. X-ray scattering tensor tomography with the use of this circular grating array has been demonstrated. We propose here simple yet inherently rapid acquisition protocols for X-ray scattering tensor tomography leveraging on these new optical elements. Results from both simulation and experimental data, supported by a null space analysis, suggest that the proposed acquisition protocols are not only rapid but also corroborate that sufficient information for the accurate volumetric reconstruction of the scattering properties is provided. The proposed acquisition protocols will build the basis for rapid inspection and/or time-resolved tensor tomography of the microstructural organisation over an extended field of view.
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Affiliation(s)
- Jisoo Kim
- Institute for Biomedical Engineering, University and ETH Zürich, 8092, Zurich, Switzerland
- Swiss Light Source, Paul Scherrer Institut, 5232, Villigen, Switzerland
| | - Matias Kagias
- Swiss Light Source, Paul Scherrer Institut, 5232, Villigen, Switzerland.
- Division of Engineering and Applied Science, California Institute of Technology, Pasadena, CA, 91125, USA.
| | - Federica Marone
- Swiss Light Source, Paul Scherrer Institut, 5232, Villigen, Switzerland.
| | - Zhitian Shi
- Institute for Biomedical Engineering, University and ETH Zürich, 8092, Zurich, Switzerland
- Swiss Light Source, Paul Scherrer Institut, 5232, Villigen, Switzerland
| | - Marco Stampanoni
- Institute for Biomedical Engineering, University and ETH Zürich, 8092, Zurich, Switzerland
- Swiss Light Source, Paul Scherrer Institut, 5232, Villigen, Switzerland
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25
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Niemann T, Jerjen I, Hefermehl L, Wang Z, Kubik-Huch RA, Stampanoni M. The classification of renal stones by gratings-based dark-field radiography. Cent European J Urol 2021; 74:453-458. [PMID: 34729237 PMCID: PMC8552926 DOI: 10.5173/ceju.2021.3.0334] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/18/2020] [Revised: 06/21/2021] [Accepted: 06/30/2021] [Indexed: 11/22/2022] Open
Abstract
Introduction Occurrence of urinary calculi is a common medical condition. Since treatment and prevention measures depend on the type of stone found, reliable diagnostic tools are required. Dual energy computed tomography (CT) allows for rough classification of the stones found. After extraction, stone composition can be confirmed by laboratory analysis.We investigated to which degree gratings-based X-ray interferometry, which can measure attenuation, refraction and scattering (dark-field) properties of samples, allows for the discrimination of urinary stone type by calculating the ratio (R) of attenuation and scattering signals. Material and methods In an experimental setup we investigated 322 renal stone fragments from 96 patients which were extracted during routine clinical practice. Laboratory analysis showed the chemical composition of the urinary stones.These were correlated with dark field analysis of the stone samples. Measurements were performed on a X-rays gratings interferometer prototype. The attenuation, refraction and scattering signals were measured and the R-value calculated. Results The spread of R-values of a given type of calculi is large, reducing the specificity of the method. Only uric acid stones can reliably be distinguished (sensitivity of 0.86 at a specificity of 0.9) from the other stones. Conclusions Gratings-based dark-field imaging is a non-destructive and potentially non-invasive technique that allows to discriminate between uric acid and non-uric acid stones, which from a clinical point of view represents by far the most important question for stone treatment.
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Affiliation(s)
- Tilo Niemann
- Kantonsspital Baden, Department of Radiology, Baden, Switzerland
| | - Iwan Jerjen
- ETH Zurich, Department of Information Technology and Electrical Engineering, Zurich, Switzerland.,Paul Scherrer Institute, Villigen, Switzerland
| | - Lukas Hefermehl
- Kantonsspital Baden, Department of Urology, Baden, Switzerland
| | - Zhentian Wang
- ETH Zurich, Department of Information Technology and Electrical Engineering, Zurich, Switzerland
| | | | - Marco Stampanoni
- ETH Zurich, Department of Information Technology and Electrical Engineering, Zurich, Switzerland.,Paul Scherrer Institute, Villigen, Switzerland
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Yoneyama A, Takeya S, Lwin TT, Takamatsu D, Baba R, Konishi K, Fujita R, Kobayashi K, Shima A, Kawamoto M, Setoyama H, Ishiji K, Seno Y. Advanced X-ray imaging at beamline 07 of the SAGA Light Source. JOURNAL OF SYNCHROTRON RADIATION 2021; 28:1966-1977. [PMID: 34738952 PMCID: PMC8570222 DOI: 10.1107/s1600577521009553] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 03/31/2021] [Accepted: 09/15/2021] [Indexed: 06/13/2023]
Abstract
The SAGA Light Source provides X-ray imaging resources based on high-intensity synchrotron radiation (SR) emitted from the superconducting wiggler at beamline 07 (BL07). By combining quasi-monochromatic SR obtained by the newly installed water-cooled metal filter and monochromatic SR selected by a Ge double-crystal monochromator (DCM) with high-resolution lens-coupled X-ray imagers, fast and low-dose micro-computed tomography (CT), fast phase-contrast CT using grating-based X-ray interferometry, and 2D micro-X-ray absorption fine structure analysis can be performed. In addition, by combining monochromatic SR obtained by a Si DCM with large-area fiber-coupled X-ray imagers, high-sensitivity phase-contrast CT using crystal-based X-ray interferometry can be performed. Low-temperature CT can be performed using the newly installed cryogenic system, and time-resolved analysis of the crystallinity of semiconductor devices in operation can be performed using a time-resolved topography system. The details of each instrument and imaging method, together with exemplary measurements, are presented.
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Affiliation(s)
- Akio Yoneyama
- Beamline Group, SAGA Light Source, 8-7 Yayoigaoka, Tosu, Saga 841-0005, Japan
- Allied Health Sciences, Kitasato University, 1-15-1 Kitasato, Minamiku, Sagamihara, Kanagawa 252-0373, Japan
- Research and Development Group, Hitachi Ltd, 1-280 Higashi-koigakubo, Kokubunji, Tokyo 185-8601, Japan
| | - Satoshi Takeya
- National Metrology Institute of Japan, National Institute of Advanced Industrial Science and Technology (AIST), Central 5, 1-1-1 Higashi, Tukuba, Ibaraki 305-8565, Japan
| | - Thet Thet Lwin
- Allied Health Sciences, Kitasato University, 1-15-1 Kitasato, Minamiku, Sagamihara, Kanagawa 252-0373, Japan
| | - Daiko Takamatsu
- Research and Development Group, Hitachi Ltd, 1-280 Higashi-koigakubo, Kokubunji, Tokyo 185-8601, Japan
| | - Rika Baba
- Research and Development Group, Hitachi Ltd, 1-280 Higashi-koigakubo, Kokubunji, Tokyo 185-8601, Japan
| | - Kumiko Konishi
- Research and Development Group, Hitachi Ltd, 1-280 Higashi-koigakubo, Kokubunji, Tokyo 185-8601, Japan
| | - Ryusei Fujita
- Research and Development Group, Hitachi Ltd, 1-280 Higashi-koigakubo, Kokubunji, Tokyo 185-8601, Japan
| | - Keisuke Kobayashi
- Research and Development Group, Hitachi Ltd, 1-280 Higashi-koigakubo, Kokubunji, Tokyo 185-8601, Japan
| | - Akio Shima
- Research and Development Group, Hitachi Ltd, 1-280 Higashi-koigakubo, Kokubunji, Tokyo 185-8601, Japan
| | - Masahide Kawamoto
- Beamline Group, SAGA Light Source, 8-7 Yayoigaoka, Tosu, Saga 841-0005, Japan
| | - Hiroyuki Setoyama
- Beamline Group, SAGA Light Source, 8-7 Yayoigaoka, Tosu, Saga 841-0005, Japan
| | - Kotaro Ishiji
- Beamline Group, SAGA Light Source, 8-7 Yayoigaoka, Tosu, Saga 841-0005, Japan
| | - Yoshiki Seno
- Beamline Group, SAGA Light Source, 8-7 Yayoigaoka, Tosu, Saga 841-0005, Japan
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27
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Single-Shot Multicontrast X-ray Imaging for In Situ Visualization of Chemical Reaction Products. J Imaging 2021; 7:jimaging7110221. [PMID: 34821852 PMCID: PMC8621068 DOI: 10.3390/jimaging7110221] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/29/2021] [Revised: 10/14/2021] [Accepted: 10/18/2021] [Indexed: 12/02/2022] Open
Abstract
We present the application of single-shot multicontrast X-ray imaging with an inverted Hartmann mask to the time-resolved in situ visualization of chemical reaction products. The real-time monitoring of an illustrative chemical reaction indicated the formation of the precipitate by the absorption, differential phase, and scattering contrast images obtained from a single projection. Through these contrast channels, the formation of the precipitate along the mixing line of the reagents, the border between the solid and the solution, and the presence of the scattering structures of 100–200 nm sizes were observed. The measurements were performed in a flexible and robust setup, which can be tailored to various imaging applications at different time scales.
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28
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Graetz J. Simulation study towards quantitative X-ray and neutron tensor tomography regarding the validity of linear approximations of dark-field anisotropy. Sci Rep 2021; 11:18477. [PMID: 34531422 PMCID: PMC8445924 DOI: 10.1038/s41598-021-97389-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/28/2021] [Accepted: 08/17/2021] [Indexed: 11/29/2022] Open
Abstract
Tensor tomography is fundamentally based on the assumption of a both anisotropic and linear contrast mechanism. While the X-ray or neutron dark-field contrast obtained with Talbot(-Lau) interferometers features the required anisotropy, a preceding detailed study of dark-field signal origination however found its specific orientation dependence to be a non-linear function of the underlying anisotropic mass distribution and its orientation, especially challenging the common assumption that dark-field signals are describable by a function over the unit sphere. Here, two approximative linear tensor models with reduced orientation dependence are investigated in a simulation study with regard to their applicability to grating based X-ray or neutron dark-field tensor tomography. By systematically simulating and reconstructing a large sample of isolated volume elements covering the full range of feasible anisotropies and orientations, direct correspondences are drawn between the respective tensors characterizing the physically based dark-field model used for signal synthesization and the mathematically motivated simplified models used for reconstruction. The anisotropy of freely rotating volume elements is thereby confirmed to be, for practical reconstruction purposes, approximable both as a function of the optical axis’ orientation or as a function of the interferometer’s grating orientation. The eigenvalues of the surrogate models’ tensors are found to exhibit fuzzy, yet almost linear relations to those of the synthesization model. Dominant orientations are found to be recoverable with a margin of error on the order of magnitude of 1\documentclass[12pt]{minimal}
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\begin{document}$$^{\circ }$$\end{document}∘. Although the input data must adequately address the full orientation dependence of dark-field anisotropy, the present results clearly support the general feasibility of quantitative X-ray dark-field tensor tomography within an inherent yet acceptable statistical margin of uncertainty.
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Affiliation(s)
- Jonas Graetz
- Universität Würzburg, Lehrstuhl für Röntgenmikroskopie, Würzburg, Germany. .,Fraunhofer IIS, Magentic Resonance and X-ray Imaging Department, Würzburg, Germany.
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29
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Blykers BK, Organista C, Boone MN, Kagias M, Marone F, Stampanoni M, Bultreys T, Cnudde V, Aelterman J. Tunable X-ray dark-field imaging for sub-resolution feature size quantification in porous media. Sci Rep 2021; 11:18446. [PMID: 34531486 PMCID: PMC8446041 DOI: 10.1038/s41598-021-97915-y] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/23/2021] [Accepted: 08/31/2021] [Indexed: 11/09/2022] Open
Abstract
X-ray computed micro-tomography typically involves a trade-off between sample size and resolution, complicating the study at a micrometer scale of representative volumes of materials with broad feature size distributions (e.g. natural stones). X-ray dark-field tomography exploits scattering to probe sub-resolution features, promising to overcome this trade-off. In this work, we present a quantification method for sub-resolution feature sizes using dark-field tomograms obtained by tuning the autocorrelation length of a Talbot grating interferometer. Alumina particles with different nominal pore sizes (50 nm and 150 nm) were mixed and imaged at the TOMCAT beamline of the SLS synchrotron (PSI) at eighteen correlation lengths, covering the pore size range. The different particles cannot be distinguished by traditional absorption µCT due to their very similar density and the pores being unresolved at typical image resolutions. Nevertheless, by exploiting the scattering behavior of the samples, the proposed analysis method allowed to quantify the nominal pore sizes of individual particles. The robustness of this quantification was proven by reproducing the experiment with solid samples of alumina, and alumina particles that were kept separated. Our findings demonstrate the possibility to calibrate dark-field image analysis to quantify sub-resolution feature sizes, allowing multi-scale analyses of heterogeneous materials without subsampling.
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Affiliation(s)
- Benjamin K Blykers
- Pore-Scale Processes in Geomaterials Research Group (PProGRess), Department of Geology, Ghent University, Krijgslaan 281/S8, 9000, Ghent, Belgium.
- Ghent University Centre for X-Ray Tomography (UGCT), Proeftuinstraat 86/N12, 9000, Ghent, Belgium.
| | - Caori Organista
- Swiss Light Source, Paul Scherrer Institute, 5232, Villigen, Switzerland
- Institute for Biomedical Engineering, University and ETH Zurich, 8092, Zurich, Switzerland
- Department of Physics and Astronomy-UGCT, Ghent University, Proeftuinstraat 86, 9000, Ghent, Belgium
| | - Matthieu N Boone
- Ghent University Centre for X-Ray Tomography (UGCT), Proeftuinstraat 86/N12, 9000, Ghent, Belgium
- Department of Physics and Astronomy-UGCT, Ghent University, Proeftuinstraat 86, 9000, Ghent, Belgium
| | - Matias Kagias
- Swiss Light Source, Paul Scherrer Institute, 5232, Villigen, Switzerland
| | - Federica Marone
- Swiss Light Source, Paul Scherrer Institute, 5232, Villigen, Switzerland
| | - Marco Stampanoni
- Swiss Light Source, Paul Scherrer Institute, 5232, Villigen, Switzerland
- Institute for Biomedical Engineering, University and ETH Zurich, 8092, Zurich, Switzerland
| | - Tom Bultreys
- Pore-Scale Processes in Geomaterials Research Group (PProGRess), Department of Geology, Ghent University, Krijgslaan 281/S8, 9000, Ghent, Belgium
- Ghent University Centre for X-Ray Tomography (UGCT), Proeftuinstraat 86/N12, 9000, Ghent, Belgium
| | - Veerle Cnudde
- Pore-Scale Processes in Geomaterials Research Group (PProGRess), Department of Geology, Ghent University, Krijgslaan 281/S8, 9000, Ghent, Belgium
- Ghent University Centre for X-Ray Tomography (UGCT), Proeftuinstraat 86/N12, 9000, Ghent, Belgium
- Environmental Hydrogeology, Department of Earth Sciences, Utrecht University, Princetonlaan 8a, 3584 CB, Utrecht, The Netherlands
| | - Jan Aelterman
- Ghent University Centre for X-Ray Tomography (UGCT), Proeftuinstraat 86/N12, 9000, Ghent, Belgium
- Department of Physics and Astronomy-UGCT, Ghent University, Proeftuinstraat 86, 9000, Ghent, Belgium
- IPI-TELIN-IMEC, Ghent University, Ghent, Belgium
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30
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Schreiner S, Akstaller B, Dietrich L, Meyer P, Neumayer P, Schuster M, Wolf A, Zielbauer B, Ludwig V, Michel T, Anton G, Funk S. Noise Reduction for Single-Shot Grating-Based Phase-Contrast Imaging at an X-ray Backlighter. J Imaging 2021; 7:178. [PMID: 34564104 PMCID: PMC8468938 DOI: 10.3390/jimaging7090178] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/29/2021] [Revised: 08/26/2021] [Accepted: 09/02/2021] [Indexed: 11/21/2022] Open
Abstract
X-ray backlighters allow the capture of sharp images of fast dynamic processes due to extremely short exposure times. Moiré imaging enables simultaneously measuring the absorption and differential phase-contrast (DPC) of these processes. Acquiring images with one single shot limits the X-ray photon flux, which can result in noisy images. Increasing the photon statistics by repeating the experiment to gain the same image is not possible if the investigated processes are dynamic and chaotic. Furthermore, to reconstruct the DPC and transmission image, an additional measurement captured in absence of the object is required. For these reference measurements, shot-to-shot fluctuations in X-ray spectra and a source position complicate the averaging of several reference images for noise reduction. Here, two approaches of processing multiple reference images in combination with one single object image are evaluated regarding the image quality. We found that with only five reference images, the contrast-to-noise ratio can be improved by approximately 13% in the DPC image. This promises improvements for short-exposure single-shot acquisitions of rapid processes, such as laser-produced plasma shock-waves in high-energy density experiments at backlighter X-ray sources such as the PHELIX high-power laser facility.
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Affiliation(s)
- Stephan Schreiner
- Erlangen Centre for Astroparticle Physics (ECAP), Friedrich-Alexander Universität Erlangen-Nürnberg, Erwin-Rommel-Straße 1, 91058 Erlangen, Germany; (B.A.); (L.D.); (M.S.); (A.W.); (V.L.); (T.M.); (G.A.); (S.F.)
| | - Bernhard Akstaller
- Erlangen Centre for Astroparticle Physics (ECAP), Friedrich-Alexander Universität Erlangen-Nürnberg, Erwin-Rommel-Straße 1, 91058 Erlangen, Germany; (B.A.); (L.D.); (M.S.); (A.W.); (V.L.); (T.M.); (G.A.); (S.F.)
| | - Lisa Dietrich
- Erlangen Centre for Astroparticle Physics (ECAP), Friedrich-Alexander Universität Erlangen-Nürnberg, Erwin-Rommel-Straße 1, 91058 Erlangen, Germany; (B.A.); (L.D.); (M.S.); (A.W.); (V.L.); (T.M.); (G.A.); (S.F.)
| | - Pascal Meyer
- Karlsruhe Institute of Technology, Institute of Microstructure Technology, Hermann-von-Helmholtz-Platz 1, 76344 Eggenstein-Leopoldshafen, Germany;
| | - Paul Neumayer
- GSI Helmholtzzentrum für Schwerionenforschung GmbH, Planckstraße 1, 64291 Darmstadt, Germany; (P.N.); (B.Z.)
| | - Max Schuster
- Erlangen Centre for Astroparticle Physics (ECAP), Friedrich-Alexander Universität Erlangen-Nürnberg, Erwin-Rommel-Straße 1, 91058 Erlangen, Germany; (B.A.); (L.D.); (M.S.); (A.W.); (V.L.); (T.M.); (G.A.); (S.F.)
| | - Andreas Wolf
- Erlangen Centre for Astroparticle Physics (ECAP), Friedrich-Alexander Universität Erlangen-Nürnberg, Erwin-Rommel-Straße 1, 91058 Erlangen, Germany; (B.A.); (L.D.); (M.S.); (A.W.); (V.L.); (T.M.); (G.A.); (S.F.)
| | - Bernhard Zielbauer
- GSI Helmholtzzentrum für Schwerionenforschung GmbH, Planckstraße 1, 64291 Darmstadt, Germany; (P.N.); (B.Z.)
| | - Veronika Ludwig
- Erlangen Centre for Astroparticle Physics (ECAP), Friedrich-Alexander Universität Erlangen-Nürnberg, Erwin-Rommel-Straße 1, 91058 Erlangen, Germany; (B.A.); (L.D.); (M.S.); (A.W.); (V.L.); (T.M.); (G.A.); (S.F.)
| | - Thilo Michel
- Erlangen Centre for Astroparticle Physics (ECAP), Friedrich-Alexander Universität Erlangen-Nürnberg, Erwin-Rommel-Straße 1, 91058 Erlangen, Germany; (B.A.); (L.D.); (M.S.); (A.W.); (V.L.); (T.M.); (G.A.); (S.F.)
| | - Gisela Anton
- Erlangen Centre for Astroparticle Physics (ECAP), Friedrich-Alexander Universität Erlangen-Nürnberg, Erwin-Rommel-Straße 1, 91058 Erlangen, Germany; (B.A.); (L.D.); (M.S.); (A.W.); (V.L.); (T.M.); (G.A.); (S.F.)
| | - Stefan Funk
- Erlangen Centre for Astroparticle Physics (ECAP), Friedrich-Alexander Universität Erlangen-Nürnberg, Erwin-Rommel-Straße 1, 91058 Erlangen, Germany; (B.A.); (L.D.); (M.S.); (A.W.); (V.L.); (T.M.); (G.A.); (S.F.)
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31
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Tao W, Sung Y, Kim SJW, Huang Q, Gullberg GT, Seo Y, Fuller M. Tomography of dark-field scatter including single-exposure Moiré fringe analysis with X-ray biprism interferometry-A simulation study. Med Phys 2021; 48:6293-6311. [PMID: 34407202 DOI: 10.1002/mp.15134] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/06/2020] [Revised: 07/02/2021] [Accepted: 07/15/2021] [Indexed: 01/06/2023] Open
Abstract
PURPOSE In this work, we present tomographic simulations of a new hardware concept for X-ray phase-contrast interferometry wherein the phase gratings are replaced with an array of Fresnel biprisms, and Moiré fringe analysis is used instead of "phase stepping" popular with grating-based setups. METHODS Projections of a phantom consisting of four layers of parallel carbon microfibers is simulated using wave optics representation of X-ray electromagnetic waves. Simulated projections of a phantom with preferential scatter perpendicular to the direction of the fibers are performed to analyze the extraction of small-angle scatter from dark-field projections for the following: (1) biprism interferometry using Moiré fringe analysis; (2) grating interferometry using phase stepping with eight grating steps; and (3) grating interferometry using Moiré fringe analysis. Dark-field projections are modeled as projections of voxel intensities represented by a fixed finite vector basis set of scattering directions. An iterative MLEM algorithm is used to reconstruct, from simulated projection data, the coefficients of a fixed set of seven basis vectors at each voxel representing the small-angle scatter distribution. RESULTS Results of reconstructed vector coefficients are shown comparing the three simulated imaging configurations. The single-exposure Moiré fringe analysis shows not only an increase in noise because of one-eighth the number of projection samples but also is obtained with less dose and faster acquisition times. Furthermore, replacing grating interferometry with biprism interferometry provides better contrast-to-noise. CONCLUSION The simulations demonstrate the feasibility of the reconstruction of dark-field data acquired with a biprism interferometry system. With the potential of higher fringe visibility, biprism interferometry with Moiré fringe analysis might provide equal or better image quality to that of phase stepping methods with less imaging time and lower dose.
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Affiliation(s)
- Weijie Tao
- Department of Nuclear Medicine, Rui Jin Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, China.,School of Biomedical Engineering, Shanghai Jiao Tong University, Shanghai, China.,Department of Radiology and Biomedical Imaging, University of California San Francisco, San Francisco, CA, USA
| | - Yongjin Sung
- Department of Biomedical and Mechanical Engineering, University of Wisconsin-Milwaukee, Milwaukee, WI, USA
| | - Sally Ji Who Kim
- Cardiovascular Research Center, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Qiu Huang
- Department of Nuclear Medicine, Rui Jin Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, China.,School of Biomedical Engineering, Shanghai Jiao Tong University, Shanghai, China
| | - Grant T Gullberg
- Department of Radiology and Biomedical Imaging, University of California San Francisco, San Francisco, CA, USA
| | - Youngho Seo
- Department of Radiology and Biomedical Imaging, University of California San Francisco, San Francisco, CA, USA
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32
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Meyer S, Shi SZ, Shapira N, Maidment ADA, Noël PB. Quantitative analysis of speckle-based X-ray dark-field imaging using numerical wave-optics simulations. Sci Rep 2021; 11:16113. [PMID: 34373478 PMCID: PMC8352882 DOI: 10.1038/s41598-021-95227-9] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/12/2021] [Accepted: 07/12/2021] [Indexed: 11/24/2022] Open
Abstract
The dark-field signal measures the small-angle scattering strength and provides complementary diagnostic information. This is of particular interest for lung imaging due to the pronounced small-angle scatter from the alveolar microstructure. However, most dark-field imaging techniques are relatively complex, dose-inefficient, and require sophisticated optics and highly coherent X-ray sources. Speckle-based imaging promises to overcome these limitations due to its simple and versatile setup, only requiring the addition of a random phase modulator to conventional X-ray equipment. We investigated quantitatively the influence of sample structure, setup geometry, and source energy on the dark-field signal in speckle-based X-ray imaging with wave-optics simulations for ensembles of micro-spheres. We show that the dark-field signal is accurately predicted via a model originally derived for grating interferometry when using the mean frequency of the speckle pattern power spectral density as the characteristic speckle size. The size directly reflects the correlation length of the diffuser surface and did not change with energy or propagation distance within the near-field. The dark-field signal had a distinct dependence on sample structure and setup geometry but was also affected by beam hardening-induced modifications of the visibility spectrum. This study quantitatively demonstrates the behavior of the dark-field signal in speckle-based X-ray imaging.
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Affiliation(s)
- Sebastian Meyer
- Department of Radiology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, 19103, USA.
| | - Serena Z Shi
- Department of Radiology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, 19103, USA
| | - Nadav Shapira
- Department of Radiology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, 19103, USA
| | - Andrew D A Maidment
- Department of Radiology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, 19103, USA
| | - Peter B Noël
- Department of Radiology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, 19103, USA.
- Department of Diagnostic and Interventional Radiology, School of Medicine and Klinikum rechts der Isar, Technical University of Munich, 81675, Munich, Germany.
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33
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Sauter AP, Andrejewski J, Frank M, Willer K, Herzen J, Meurer F, Fingerle AA, Makowski MR, Pfeiffer F, Pfeiffer D. Correlation of image quality parameters with tube voltage in X-ray dark-field chest radiography: a phantom study. Sci Rep 2021; 11:14130. [PMID: 34239040 PMCID: PMC8266828 DOI: 10.1038/s41598-021-93716-5] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/16/2021] [Accepted: 06/23/2021] [Indexed: 12/26/2022] Open
Abstract
Grating-based X-ray dark-field imaging is a novel imaging modality with enormous technical progress during the last years. It enables the detection of microstructure impairment as in the healthy lung a strong dark-field signal is present due to the high number of air-tissue interfaces. Using the experience from setups for animal imaging, first studies with a human cadaver could be performed recently. Subsequently, the first dark-field scanner for in-vivo chest imaging of humans was developed. In the current study, the optimal tube voltage for dark-field radiography of the thorax in this setup was examined using an anthropomorphic chest phantom. Tube voltages of 50–125 kVp were used while maintaining a constant dose-area-product. The resulting dark-field and attenuation radiographs were evaluated in a reader study as well as objectively in terms of contrast-to-noise ratio and signal strength. We found that the optimum tube voltage for dark-field imaging is 70 kVp as here the most favorable combination of image quality, signal strength, and sharpness is present. At this voltage, a high image quality was perceived in the reader study also for attenuation radiographs, which should be sufficient for routine imaging. The results of this study are fundamental for upcoming patient studies with living humans.
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Affiliation(s)
- Andreas P Sauter
- Department of Diagnostic and Interventional Radiology, School of Medicine and Klinikum Rechts Der Isar, Technical University of Munich, Ismaningerstr. 22, 81675, Munich, Germany.
| | - Jana Andrejewski
- Chair of Biomedical Physics, Department of Physics and Munich School of BioEngineering, Technical University of Munich, Garching, Germany
| | - Manuela Frank
- Chair of Biomedical Physics, Department of Physics and Munich School of BioEngineering, Technical University of Munich, Garching, Germany
| | - Konstantin Willer
- Chair of Biomedical Physics, Department of Physics and Munich School of BioEngineering, Technical University of Munich, Garching, Germany
| | - Julia Herzen
- Chair of Biomedical Physics, Department of Physics and Munich School of BioEngineering, Technical University of Munich, Garching, Germany
| | - Felix Meurer
- Department of Diagnostic and Interventional Radiology, School of Medicine and Klinikum Rechts Der Isar, Technical University of Munich, Ismaningerstr. 22, 81675, Munich, Germany
| | - Alexander A Fingerle
- Department of Diagnostic and Interventional Radiology, School of Medicine and Klinikum Rechts Der Isar, Technical University of Munich, Ismaningerstr. 22, 81675, Munich, Germany
| | - Markus R Makowski
- Department of Diagnostic and Interventional Radiology, School of Medicine and Klinikum Rechts Der Isar, Technical University of Munich, Ismaningerstr. 22, 81675, Munich, Germany
| | - Franz Pfeiffer
- Department of Diagnostic and Interventional Radiology, School of Medicine and Klinikum Rechts Der Isar, Technical University of Munich, Ismaningerstr. 22, 81675, Munich, Germany.,Chair of Biomedical Physics, Department of Physics and Munich School of BioEngineering, Technical University of Munich, Garching, Germany
| | - Daniela Pfeiffer
- Department of Diagnostic and Interventional Radiology, School of Medicine and Klinikum Rechts Der Isar, Technical University of Munich, Ismaningerstr. 22, 81675, Munich, Germany
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34
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Wu C, Xing Y, Zhang L, Li X, Zhu X, Zhang X, Gao H. Fourier-based interpretation and noise analysis of the moments of small-angle x-ray scattering in grating-based x-ray phase contrast imaging. OPTICS EXPRESS 2021; 29:21902-21920. [PMID: 34265967 DOI: 10.1364/oe.426129] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/30/2021] [Accepted: 06/15/2021] [Indexed: 06/13/2023]
Abstract
In grating-based x-ray phase contrast imaging, Fourier component analysis (FCA) is usually recognized as a gold standard to retrieve the contrasts including attenuation, phase and dark-field, since it is well-established on wave optics and is of high computational efficiency. Meanwhile, an alternative approach basing on the particle scattering theory is being developed and can provide similar contrasts with FCA by calculating multi-order moments of deconvolved small-angle x-ray scattering, so called as multi-order moment analysis (MMA). Although originated from quite different physics theories, the high consistency between the contrasts retrieved by FCA and MMA implies us that there may be some intrinsic connections between them, which has not been fully revealed to the best of our knowledge. In this work, we present a Fourier-based interpretation of MMA and conclude that the contrasts retrieved by MMA are actually the weighted compositions of Fourier coefficients, which means MMA delivers similar physical information as FCA. Based on the recognized cosine model, we also provide a truncated analytic MMA method, and its computational efficiency can be hundreds of times faster than the original deconvolution-based MMA method. Moreover, a noise analysis for our proposed truncated method is also conducted to further evaluate its performances. The results of numerical simulation and physical experiments support our analyses and conclusions.
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35
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High-resolution multicontrast tomography with an X-ray microarray anode-structured target source. Proc Natl Acad Sci U S A 2021; 118:2103126118. [PMID: 34140413 PMCID: PMC8237686 DOI: 10.1073/pnas.2103126118] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/01/2023] Open
Abstract
Talbot–Lau interferometry (TLI) holds remarkable potential for multicontrast X-ray imaging but suffers from technical challenges associated with microfabrication and limited efficiency. We tackle the frontier challenges in this field by developing a microarray anode–structured target source with a built-in structured illumination scheme. Our development facilitates high-resolution and high-sensitivity TLI imaging without the absorption source grating. We demonstrate the tri-contrast tomography capability with a Drum fish tooth specimen and separate the biological features with different combinations of physical properties. Our approach not only addresses the long-standing challenges in the field of X-ray TLI phase-contrast imaging but also features a compact setup that can potentially be made broadly available to academia research and industrial applications. Multicontrast X-ray imaging with high resolution and sensitivity using Talbot–Lau interferometry (TLI) offers unique imaging capabilities that are important to a wide range of applications, including the study of morphological features with different physical properties in biological specimens. The conventional X-ray TLI approach relies on an absorption grating to create an array of micrometer-sized X-ray sources, posing numerous limitations, including technical challenges associated with grating fabrication for high-energy operations. We overcome these limitations by developing a TLI system with a microarray anode–structured target (MAAST) source. The MAAST features an array of precisely controlled microstructured metal inserts embedded in a diamond substrate. Using this TLI system, tomography of a Drum fish tooth with high resolution and tri-contrast (absorption, phase, and scattering) reveals useful complementary structural information that is inaccessible otherwise. The results highlight the exceptional capability of high-resolution multicontrast X-ray tomography empowered by the MAAST-based TLI method in biomedical applications.
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36
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Taphorn K, Mechlem K, Sellerer T, De Marco F, Viermetz M, Pfeiffer F, Pfeiffer D, Herzen J. Direct Differentiation of Pathological Changes in the Human Lung Parenchyma With Grating-Based Spectral X-ray Dark-Field Radiography. IEEE TRANSACTIONS ON MEDICAL IMAGING 2021; 40:1568-1578. [PMID: 33617451 DOI: 10.1109/tmi.2021.3061253] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/12/2023]
Abstract
Diagnostic lung imaging is often associated with high radiation dose and lacks sensitivity, especially for diagnosing early stages of structural lung diseases. Therefore, diagnostic imaging methods are required which provide sound diagnosis of lung diseases with a high sensitivity as well as low patient dose. In small animal experiments, the sensitivity of grating-based X-ray dark-field imaging to structural changes in the lung tissue was demonstrated. The energy-dependence of the X-ray dark-field signal of lung tissue is a function of its microstructure and not yet known. Furthermore, conventional X-ray dark-field imaging is not capable of differentiating different types of pathological changes, such as fibrosis and emphysema. Here we demonstrate the potential diagnostic power of grating-based X-ray dark-field in combination with spectral imaging in human chest radiography for the direct differentiation of lung diseases. We investigated the energy-dependent linear diffusion coefficient of simulated lung tissue with different diseases in wave-propagation simulations and validated the results with analytical calculations. Additionally, we modeled spectral X-ray dark-field chest radiography scans to exploit these differences in energy-dependency. The results demonstrate the potential to directly differentiate structural changes in the human lung. Consequently, grating-based spectral X-ray dark-field imaging potentially contributes to the differential diagnosis of structural lung diseases at a clinically relevant dose level.
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37
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Sellerer T, Mechlem K, Tang R, Taphorn KA, Pfeiffer F, Herzen J. Dual-Energy X-Ray Dark-Field Material Decomposition. IEEE TRANSACTIONS ON MEDICAL IMAGING 2021; 40:974-985. [PMID: 33290214 DOI: 10.1109/tmi.2020.3043303] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/12/2023]
Abstract
Dual-energy imaging is a clinically well-established technique that offers several advantages over conventional X-ray imaging. By performing measurements with two distinct X-ray spectra, differences in energy-dependent attenuation are exploited to obtain material-specific information. This information is used in various imaging applications to improve clinical diagnosis. In recent years, grating-based X-ray dark-field imaging has received increasing attention in the imaging community. The X-ray dark-field signal originates from ultra small-angle scattering within an object and thus provides information about the microstructure far below the spatial resolution of the imaging system. This property has led to a number of promising future imaging applications that are currently being investigated. However, different microstructures can hardly be distinguished with current X-ray dark-field imaging techniques, since the detected dark-field signal only represents the total amount of ultra small-angle scattering. To overcome these limitations, we present a novel concept called dual-energy X-ray dark-field material decomposition, which transfers the basic material decomposition approach from attenuation-based dual-energy imaging to the dark-field imaging modality. We develop a physical model and algorithms for dual-energy dark-field material decomposition and evaluate the proposed concept in experimental measurements. Our results suggest that by sampling the energy-dependent dark-field signal with two different X-ray spectra, a decomposition into two different microstructured materials is possible. Similar to dual-energy imaging, the additional microstructure-specific information could be useful for clinical diagnosis.
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Andrejewski J, De Marco F, Willer K, Noichl W, Gustschin A, Koehler T, Meyer P, Kriner F, Fischer F, Braun C, Fingerle AA, Herzen J, Pfeiffer F, Pfeiffer D. Whole-body x-ray dark-field radiography of a human cadaver. Eur Radiol Exp 2021; 5:6. [PMID: 33495889 PMCID: PMC7835263 DOI: 10.1186/s41747-020-00201-1] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/22/2020] [Accepted: 12/03/2020] [Indexed: 12/18/2022] Open
Abstract
BACKGROUND Grating-based x-ray dark-field and phase-contrast imaging allow extracting information about refraction and small-angle scatter, beyond conventional attenuation. A step towards clinical translation has recently been achieved, allowing further investigation on humans. METHODS After the ethics committee approval, we scanned the full body of a human cadaver in anterior-posterior orientation. Six measurements were stitched together to form the whole-body image. All radiographs were taken at a three-grating large-object x-ray dark-field scanner, each lasting about 40 s. Signal intensities of different anatomical regions were assessed. The magnitude of visibility reduction caused by beam hardening instead of small-angle scatter was analysed using different phantom materials. Maximal effective dose was 0.3 mSv for the abdomen. RESULTS Combined attenuation and dark-field radiography are technically possible throughout a whole human body. High signal levels were found in several bony structures, foreign materials, and the lung. Signal levels were 0.25 ± 0.13 (mean ± standard deviation) for the lungs, 0.08 ± 0.06 for the bones, 0.023 ± 0.019 for soft tissue, and 0.30 ± 0.02 for an antibiotic bead chain. We found that phantom materials, which do not produce small-angle scatter, can generate a strong visibility reduction signal. CONCLUSION We acquired a whole-body x-ray dark-field radiograph of a human body in few minutes with an effective dose in a clinical acceptable range. Our findings suggest that the observed visibility reduction in the bone and metal is dominated by beam hardening and that the true dark-field signal in the lung is therefore much higher than that of the bone.
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Affiliation(s)
- Jana Andrejewski
- Chair of Biomedical Physics, Department of Physics and Munich School of BioEngineering, Technical University of Munich, 85748, Garching, Germany.
| | - Fabio De Marco
- Chair of Biomedical Physics, Department of Physics and Munich School of BioEngineering, Technical University of Munich, 85748, Garching, Germany
| | - Konstantin Willer
- Chair of Biomedical Physics, Department of Physics and Munich School of BioEngineering, Technical University of Munich, 85748, Garching, Germany
| | - Wolfgang Noichl
- Chair of Biomedical Physics, Department of Physics and Munich School of BioEngineering, Technical University of Munich, 85748, Garching, Germany
| | - Alex Gustschin
- Chair of Biomedical Physics, Department of Physics and Munich School of BioEngineering, Technical University of Munich, 85748, Garching, Germany
| | | | - Pascal Meyer
- Institute of Microstructure Technology, Karlsruhe Institute of Technology, 76344, Eggenstein-Leopoldshafen, Germany
| | - Fabian Kriner
- Institut für Rechtsmedizin, Ludwig-Maximilians-Universität München, 80336, Munich, Germany
| | - Florian Fischer
- Institut für Rechtsmedizin, Ludwig-Maximilians-Universität München, 80336, Munich, Germany
| | - Christian Braun
- Institut für Rechtsmedizin, Ludwig-Maximilians-Universität München, 80336, Munich, Germany
| | - Alexander A Fingerle
- Department of Diagnostic and Interventional Radiology, Technical University of Munich, 81675, Munich, Germany
| | - Julia Herzen
- Chair of Biomedical Physics, Department of Physics and Munich School of BioEngineering, Technical University of Munich, 85748, Garching, Germany
| | - Franz Pfeiffer
- Chair of Biomedical Physics, Department of Physics and Munich School of BioEngineering, Technical University of Munich, 85748, Garching, Germany.,Department of Diagnostic and Interventional Radiology, Technical University of Munich, 81675, Munich, Germany
| | - Daniela Pfeiffer
- Department of Diagnostic and Interventional Radiology, Technical University of Munich, 81675, Munich, Germany
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Lee S, Oh O, Kim Y, Kim D, Won J, Lee SW. Study on dark-field imaging with a laboratory x-ray source: Random stress variation analysis based on x-ray grating interferometry. THE REVIEW OF SCIENTIFIC INSTRUMENTS 2021; 92:015103. [PMID: 33514223 DOI: 10.1063/5.0011619] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/27/2020] [Accepted: 11/27/2020] [Indexed: 06/12/2023]
Abstract
The dark-field image (DFI) in a grating interferometer involves the small-angle scattering properties of a material. The microstructure of the material can be characterized by an analysis of the auto-correlation length and the DFI. The feasibility of a DFI in a laboratory x-ray source with grating interferometry has been reported, but a follow-up study is needed. In this study, the random stress distribution was measured in the laboratory environment as an applied study. SiO2 mono-spheres as a cohesive powder with a 0.5 µm particle size were used as the sample. The microstructural changes according to the stresses on the particles were observed by acquiring a DFI along the auto-correlation length. In x-rays, a random two-phase media model was first used to analyze the characteristics of cohesive powder. This study showed that the microstructure of materials and x-ray images could be analyzed in a laboratory environment.
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Affiliation(s)
- Seho Lee
- School of Mechanical Engineering, Pusan National University, Busan 46241, South Korea
| | - Ohsung Oh
- School of Mechanical Engineering, Pusan National University, Busan 46241, South Korea
| | - Youngju Kim
- School of Mechanical Engineering, Pusan National University, Busan 46241, South Korea
| | - Daeseung Kim
- School of Mechanical Engineering, Pusan National University, Busan 46241, South Korea
| | - Junhyeok Won
- School of Mechanical Engineering, Pusan National University, Busan 46241, South Korea
| | - Seung Wook Lee
- School of Mechanical Engineering, Pusan National University, Busan 46241, South Korea
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Mashita R, Yashiro W, Kaneko D, Bito Y, Kishimoto H. High-speed rotating device for X-ray tomography with 10 ms temporal resolution. JOURNAL OF SYNCHROTRON RADIATION 2021; 28:322-326. [PMID: 33399584 DOI: 10.1107/s1600577520014666] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/11/2020] [Accepted: 11/05/2020] [Indexed: 06/12/2023]
Abstract
The temporal resolution of X-ray tomography, using a synchrotron radiation X-ray source, has been improved to millisecond order in recent years. However, the sample must be rotated at a speed of more than a few thousand revolutions per minute, which makes it difficult to control the environment around the sample. In this study, a high-speed rotation device has been developed, comprising two synchronized coaxial motors movable along the direction of the axis, which can stretch or compress the rotating sample. Using this device, tomograms of breaking rubber were successfully obtained at a temporal resolution of 10 ms.
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Affiliation(s)
- Ryo Mashita
- Sumitomo Rubber Industries Ltd, Kobe, Hyogo 651-0071, Japan
| | - Wataru Yashiro
- Institute of Multidisciplinary Research for Advanced Materials (IMRAM), Tohoku University, Japan
| | | | - Yasumasa Bito
- Sumitomo Rubber Industries Ltd, Kobe, Hyogo 651-0071, Japan
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Graetz J, Balles A, Hanke R, Zabler S. Review and experimental verification of x-ray dark-field signal interpretations with respect to quantitative isotropic and anisotropic dark-field computed tomography. Phys Med Biol 2020; 65:235017. [PMID: 32916662 DOI: 10.1088/1361-6560/abb7c6] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/25/2022]
Abstract
Talbot(-Lau) interferometric x-ray and neutron dark-field imaging has, over the past decade, gained substantial interest for its ability to provide insights into a sample's microstructure below the imaging resolution by means of ultra small angle scattering effects. Quantitative interpretations of such images depend on models of the signal origination process that relate the observable image contrast to underlying physical processes. A review of such models is given here and their relation to the wave optical derivations by Yashiro et al and Lynch et al as well as to small angle scattering is discussed. Fresnel scaling is introduced to explain the characteristic distance dependence observed in cone beam geometries. Moreover, a model describing the anisotropic signals of fibrous objects is derived. The Yashiro-Lynch model is experimentally verified both in radiographic and tomographic imaging in a monochromatic synchrotron setting, considering both the effects of material and positional dependence of the resulting dark-field contrast. The effect of varying sample-detector distance on the dark-field signal is shown to be non-negligible for tomographic imaging, yet can be largely compensated for by symmetric acquisition trajectories. The derived orientation dependence of the dark-field contrast of fibrous materials both with respect to variations in autocorrelation width and scattering cross section is experimentally validated using carbon fiber reinforced rods.
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Affiliation(s)
- J Graetz
- Lehrstuhl für Röntgenmikroskopie, Universität Würzburg, Josef-Martin-Weg 63, 97074 Würzburg, Germany. Fraunhofer IIS, division EZRT, Flugplatzstraße 75, 90768 Fürth / Josef-Martin-Weg 63, 97074 Würzburg, Germany
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Momose A. X-ray phase imaging reaching clinical uses. Phys Med 2020; 79:93-102. [PMID: 33212423 DOI: 10.1016/j.ejmp.2020.11.003] [Citation(s) in RCA: 22] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/31/2020] [Revised: 10/20/2020] [Accepted: 11/01/2020] [Indexed: 02/01/2023] Open
Abstract
X-ray phase imaging that uses the phenomena of X-ray refraction and scattering to generate image contrast has the potential to overcome the drawback of conventional X-ray radiography in observing biological soft tissues. After its dawn at synchrotron radiation facilities 30 years ago, the development of X-ray phase imaging is expanding to hospitals by grating-based phase-imaging approaches available with a conventional X-ray tube. In this review, after introducing the physical advantages and methodological details of X-ray phase imaging, recent trials of instrumentation in hospitals for diagnoses of rheumatoid arthritis and chronic obstructive pulmonary disease are introduced.
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Affiliation(s)
- Atsushi Momose
- Institute of Multidisciplinary Research for Advanced Materials, Tohoku University, 2-1-1 Katahira, Aoba-ku, Sendai 980-8577, Japan.
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Sanctorum J, De Beenhouwer J, Sijbers J. X-ray phase contrast simulation for grating-based interferometry using GATE. OPTICS EXPRESS 2020; 28:33390-33412. [PMID: 33115004 DOI: 10.1364/oe.392337] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/11/2020] [Accepted: 09/19/2020] [Indexed: 06/11/2023]
Abstract
The overall importance of x-ray phase contrast (XPC) imaging has grown substantially in the last decades, in particular with the recent advent of compact lab-based XPC systems. For optimizing the experimental XPC setup, as well as benchmarking and testing new acquisition and reconstruction techniques, Monte Carlo (MC) simulations are a valuable tool. GATE, an open source application layer on top of the Geant4 simulation software, is a versatile MC tool primarily intended for various types of medical imaging simulations. To our knowledge, however, there is no GATE-based academic simulation software available for XPC imaging. In this paper, we extend the GATE framework with new physics-based tools for accurate XPC simulations. Our approach combines Monte Carlo simulations in GATE for modelling the x-ray interactions in the sample with subsequent numerical wave propagation, starting from the GATE output.
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Yan A, Wu X, Liu H. Sample phase gradient and fringe phase shift in triple phase grating X-ray interferometry. OSA CONTINUUM 2020; 3:2782-2796. [PMID: 34263146 PMCID: PMC8277112 DOI: 10.1364/osac.405190] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/12/2020] [Accepted: 09/19/2020] [Indexed: 06/12/2023]
Abstract
Triple phase grating X-ray interferometry is a promising new technique of grating based X-ray differential phase contrast imaging. Accurate retrieval of sample phase gradients from measured interference fringe shifts is a key task in X-ray interferometry. To fulfill this task in triple phase grating X-ray interferometry with monochromatic X-ray sources, the authors derived exact formulas relating sample phase gradient to fringe phase shift. These formulas not only provide a design optimization tool for triple phase grating interferometry, but also lay a foundation for quantitative phase contrast imaging.
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Affiliation(s)
- Aimin Yan
- Department of Radiology, University of Alabama at Birmingham, Birmingham, AL 35249, USA
| | - Xizeng Wu
- Department of Radiology, University of Alabama at Birmingham, Birmingham, AL 35249, USA
| | - Hong Liu
- Center for Bioengineering and School of Electrical and Computer Engineering, University of Oklahoma, Norman, OK 73019, USA
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Sung Y, Nelson B, Shanblatt ER, Gupta R, McCollough CH, Graves WS. Wave optics simulation of grating-based X-ray phase-contrast imaging using 4D Mouse Whole Body (MOBY) phantom. Med Phys 2020; 47:5761-5771. [PMID: 32969031 DOI: 10.1002/mp.14479] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/05/2020] [Revised: 08/31/2020] [Accepted: 09/01/2020] [Indexed: 12/13/2022] Open
Abstract
PURPOSE Demonstrate realistic simulation of grating-based x-ray phase-contrast imaging (GB-XPCI) using wave optics and the four-dimensional Mouse Whole Body (MOBY) phantom defined with non-uniform rational B-splines (NURBS). METHODS We use a full-wave approach, which uses wave optics for x-ray wave propagation from the source to the detector. This forward imaging model can be directly applied to NURBS-defined numerical phantoms such as MOBY. We assign the material properties (attenuation coefficient and electron density) of each model part using the data for adult human tissues. The Poisson noise is added to the simulated images based on the calculated photon flux at each pixel. RESULTS We simulate the intensity images of the MOBY phantom for eight different grating positions. From the simulated images, we calculate the absorption, differential phase, and normalized visibility contrast images. We also predict how the image quality is affected by different exposure times. CONCLUSIONS GB-XPCI can be simulated with the full-wave approach and a realistic numerical phantom defined with NURBS.
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Affiliation(s)
- Yongjin Sung
- College of Engineering & Applied Science, University of Wisconsin-Milwaukee, 3200 North Cramer Street, Milwaukee, WI, 53211, USA
| | - Brandon Nelson
- Department of Radiology, Mayo Clinic, 200 First Street SW, Rochester, MN, 55905, USA
| | - Elisabeth R Shanblatt
- Department of Radiology, Mayo Clinic, 200 First Street SW, Rochester, MN, 55905, USA
| | - Rajiv Gupta
- Department of Radiology, Massachusetts General Hospital, 55 Fruit Street, Boston, MA, 02114, USA
| | - Cynthia H McCollough
- Department of Radiology, Mayo Clinic, 200 First Street SW, Rochester, MN, 55905, USA
| | - William S Graves
- Department of Physics, Arizona State University, 550 East Tyler Drive, Tempe, AZ, 85287, USA
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Wilde JP, Hesselink L. Modeling of an X-ray grating-based imaging interferometer using ray tracing. OPTICS EXPRESS 2020; 28:24657-24681. [PMID: 32907002 DOI: 10.1364/oe.400640] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/19/2020] [Accepted: 07/28/2020] [Indexed: 06/11/2023]
Abstract
X-ray imaging by means of a grating-based Talbot-Lau interferometer has become an important tool for a wide variety of application areas such as security, medical and materials analysis. Imaging modalities include attenuation, differential phase contrast, and visibility contrast (or so-called dark field). We have developed a novel modeling approach based on ray tracing with commercially available software (Zemax OpticStudio) that yields image projections for all three modalities. The results compare favorably with experimental findings. Our polychromatic ray-based model accommodates realistic 3-D CAD objects with tailored materials properties and also allows for both surface and bulk scattering. As such, the model can simulate imaging of complicated objects as well as assist in a physical understanding of experimental projection details.
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Grating-based spectral X-ray dark-field imaging for correlation with structural size measures. Sci Rep 2020; 10:13195. [PMID: 32764614 PMCID: PMC7411057 DOI: 10.1038/s41598-020-70011-3] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/19/2019] [Accepted: 07/09/2020] [Indexed: 02/01/2023] Open
Abstract
X-ray dark-field (XDF) imaging accesses information on the small-angle scattering properties of the sample. With grating interferometry, the measured scattering signal is related to the sample's autocorrelation function, which was previously demonstrated for simple samples, such as mono-dispersed microspheres for which the autocorrelation function is mathematically given. However, in potential clinical applications of XDF imaging, complex microstructures, such as lung parenchyma are under investigation. Their bahaviour in XDF imaging is not yet known and no mathematical description of the autocorrelation function is derived so far. In this work we demonstrate the previously established correlation of the XDF data of complex sample structures with their autocorrelation function to be impractical. Furthermore, we propose an applicable correlation between XDF and the sample's structural parameter on the basis of mean chord length, a medically-approved measure for alveolar structure, known to be affected by structural lung diseases. Our findings reveal a correlation between energy-dependent XDF imaging and the sample's mean chord length. By that, a connection between a medical measure for alveoli and XDF is achieved, which is particularly important regarding potential future XDF lung imaging applications for the assessment of alveoli size in diagnostic lung imaging.
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Kim Y, Kim D, Lee S, Kim J, Hussey DS, Lee SW. Neutron grating interferometer with an analyzer grating based on a light blocker. OPTICS EXPRESS 2020; 28:23284-23293. [PMID: 32752327 DOI: 10.1364/oe.391678] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/06/2020] [Accepted: 06/26/2020] [Indexed: 06/11/2023]
Abstract
We study an analyzer grating based on a scintillation light blocker for a Talbot-Lau grating interferometer. This is an alternative way to analyze the Talbot self-image without the need for an often difficult to fabricate absorption grating for the incident radiation. The feasibility of this approach using a neutron beam has been evaluated and experiments have been conducted at the cold neutron imaging facility of the NIST center for Neutron Research. The neutron grating interferometer with the proposed analyzer grating successfully produced attenuation, differential phase, and dark-field contrast images. In addition, numerical simulations were performed to simulate the Talbot pattern and visibility using scintillation screens of different thicknesses and there is good agreement with the experimental measurements. The results show potential for reducing the difficulty of fabricating analyzer grating, and a possibility for the so-called shadow effect to be eliminated and large-area gratings to be produced, especially when applied to X-rays. We report the performance of the analyzer grating based on a light blocker and evaluate its feasibility for the grating interferometer.
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Pandeshwar A, Kagias M, Wang Z, Stampanoni M. Modeling of beam hardening effects in a dual-phase X-ray grating interferometer for quantitative dark-field imaging. OPTICS EXPRESS 2020; 28:19187-19204. [PMID: 32672201 DOI: 10.1364/oe.395237] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/15/2020] [Accepted: 06/05/2020] [Indexed: 06/11/2023]
Abstract
X-ray grating interferometry (XGI) can provide access to unresolved sub-pixel information by utilizing the so-called dark-field or visibility reduction contrast. A recently developed variant of conventional XGI named dual-phase grating interferometer, based only on phase-shifting structures, has allowed for straightforward micro-structural investigations over multiple length scales with conventional X-ray sources. Nonetheless, the theoretical framework of the image formation for the dark-field signal has not been fully developed yet, thus hindering the quantification of unresolved micro-structures. In this work, we expand the current theoretical formulation of dual-phase grating interferometers taking into account polychromatic sources and beam hardening effects. We propose a model that considers the contribution of beam hardening to the visibility reduction and accounts for it. Finally, the method is applied to previously acquired and new experimental data showing that discrimination between actual micro-structures and beam hardening effects can be achieved.
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Ge Y, Chen J, Zhu P, Yang J, Deng S, Shi W, Zhang K, Guo J, Zhang H, Zheng H, Liang D. Dual phase grating based X-ray differential phase contrast imaging with source grating: theory and validation. OPTICS EXPRESS 2020; 28:9786-9801. [PMID: 32225579 DOI: 10.1364/oe.381759] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/05/2019] [Accepted: 01/12/2020] [Indexed: 06/10/2023]
Abstract
In this work, we developed a new theoretical framework using wave optics to explain the working mechanism of the grating based X-ray differential phase contrast imaging (XPCI) interferometer systems consist of more than one phase grating. Under the optical reversibility principle, the wave optics interpretation was simplified into the geometrical optics interpretation, in which the phase grating was treated as a thin lens. Moreover, it was derived that the period of an arrayed source, e.g., the period of a source grating, is always equal to the period of the diffraction fringe formed on the source plane. When a source grating is utilized, the theory indicated that it is better to keep the periods of the two phase gratings different to generate large period diffraction fringes. Experiments were performed to validate these theoretical findings.
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