Grating-based x-ray phase-contrast imaging provides three simultaneous image channels originating from a single image acquisition. While the phase signal provides direct access to the electron density in tomography, there is additional information on sub-resolutional structural information which is called dark-field signal in analogy to optical microscopy. The additional availability of the conventional attenuation image qualifies the method for implementation into existing diagnostic routines. The simultaneous access to the attenuation coefficient and the electron density allows for quantitative two-material discrimination as demonstrated lately for measurements at a quasi-monochromatic compact synchrotron source. Here, we investigate the transfer of the method to conventional polychromatic x-ray sources and the additional inclusion of the dark-field signal for three-material decomposition. We evaluate the future potential of grating-based x-ray phase-contrast CT for quantitative three-material discrimination for the specific case of early stroke diagnosis at conventional polychromatic x-ray sources. Compared to conventional CT, the method has the potential to discriminate coagulated blood directly from contrast agent extravasation within a single CT acquisition. Additionally, the dark-field information allows for the clear identification of hydroxyapatite clusters due to their micro-structure despite a similar attenuation as the applied contrast agent. This information on materials with sub-resolutional microstructures is considered to comprise advantages relevant for various pathologies.

Download full-text PDF

Source
http://dx.doi.org/10.1088/1361-6560/ab9704DOI Listing

Publication Analysis

Top Keywords

grating-based x-ray
12
x-ray phase-contrast
12
three-material decomposition
8
electron density
8
dark-field signal
8
conventional polychromatic
8
polychromatic x-ray
8
x-ray sources
8
contrast agent
8
x-ray
5

Similar Publications

Simulations of the potential for diffraction enhanced imaging at 8 kev using polycapillary optics.

Biomed Phys Eng Express

January 2025

Physics Department, University of Albany, State University of New York, Albany, United States of America.

Conventional x-ray radiography relies on attenuation differences in the object, which often results in poor contrast in soft tissues. X-ray phase imaging has the potential to produce higher contrast but can be difficult to utilize. Instead of grating-based techniques, analyzer-based imaging, also known as diffraction enhanced imaging (DEI), uses a monochromator crystal with an analyzer crystal after the object.

View Article and Find Full Text PDF

Background: A significant proportion of false positive recalls of mammography-screened women is due to benign breast cysts and simple fibroadenomas. These lesions appear mammographically as smooth-shaped dense masses and require the recalling of women for a breast ultrasound to obtain complementary imaging information. They can be identified safely by ultrasound with no need for further assessment or treatment.

View Article and Find Full Text PDF

Self-supervised denoising of grating-based phase-contrast computed tomography.

Sci Rep

December 2024

Research Group Biomedical Imaging Physics, Department of Physics, TUM School of Natural Sciences, Technical University of Munich, 85748, Garching, Germany.

Article Synopsis
  • GbPC-CT is gaining popularity for its ability to enhance soft-tissue contrast in imaging, but it struggles with resolution issues, especially at low doses commonly used in clinical settings.
  • The study introduces a self-supervised deep learning model called Noise2Inverse, which helps enhance image quality while reducing the required radiation dose.
  • The results show that Noise2Inverse outperforms traditional denoising methods, indicating that deep learning can improve the resolution of gbPC-CT images, making it a more viable option for medical applications.
View Article and Find Full Text PDF

On the origin of MTF reduction in grating-based x-ray differential phase contrast CT imaging.

Med Phys

December 2024

Research Center for Advanced Detection Materials and Medical Imaging Devices, Shenzhen Institute of Advanced Technology, Chinese Academy of Sciences, Shenzhen, Guangdong, China.

Background: The complementary absorption contrast CT (ACT) and differential phase contrast CT (DPCT) can be generated simultaneously from an x-ray computed tomography (CT) imaging system incorporated with grating interferometer. However, it has been reported that ACT images exhibit better spatial resolution than DPCT images. By far, the primary cause of such discrepancy remains unclear.

View Article and Find Full Text PDF

Grating-based phase-contrast computed tomography for breast tissue at an inverse compton source.

Sci Rep

October 2024

Chair of Biomedical Physics, Department of Physics, TUM School of Natural Sciences, Technical University of Munich, Garching, 85748, Germany.

The introduction of mammography screening programs has significantly reduced breast cancer mortality rates. Nevertheless, some lesions remain undetected, especially in dense breast tissue. Studies have shown that phase-contrast imaging can improve breast cancer diagnosis by increasing soft tissue contrast.

View Article and Find Full Text PDF

Want AI Summaries of new PubMed Abstracts delivered to your In-box?

Enter search terms and have AI summaries delivered each week - change queries or unsubscribe any time!