On the quantification of sample microstructure using single-exposure x-ray dark-field imaging via a single-grid setup

YY How, DM Paganin, KS Morgan - Scientific Reports, 2023 - nature.com
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 …

X-ray dark-field and phase retrieval without optics, via the Fokker–Planck equation

TA Leatham, DM Paganin… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Emerging methods of x-ray imaging that capture phase and dark-field effects are equipping
medicine with complementary sensitivity to conventional radiography. These methods are …

Paraxial diffusion-field retrieval

DM Paganin, D Pelliccia, KS Morgan - Physical Review A, 2023 - APS
Unresolved spatially random microstructure, in an illuminated sample, can lead to position-
dependent blur when an image of that sample is formed. For a small propagation distance …

X-ray phase and dark-field computed tomography without optical elements

TA Leatham, DM Paganin, KS Morgan - Optics Express, 2024 - opg.optica.org
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 …

Detection of early pulmonary emphysema by multi‐contrast x‐ray Talbot‐Lau interferometer

Q Lin, Z Wu, M Huang, Z Dang, L Tian, Y Guan… - Medical …, 2024 - Wiley Online Library
Background Pulmonary emphysema is a part of chronic obstructive pulmonary disease,
which is an irreversible chronic respiratory disease. In order to avoid further damage to lung …

Correcting directional dark-field x-ray imaging artefacts using position-dependent image deblurring and attenuation removal

MK Croughan, DM Paganin, SJ Alloo, JN Ahlers… - arXiv preprint arXiv …, 2024 - arxiv.org
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 …

Applying the Fokker-Planck equation to x-ray phase and dark-field retrieval

TA Leatham - 2023 - bridges.monash.edu
This thesis designs a new method of x-ray imaging, a way to capture what are known as x-
ray dark-field images. These dark-field images reveal where there are tiny structures within a …

[PDF][PDF] A comparison of different approaches to image quality assessment in phase-contrast mammography

J Reynolds - 2022 - ir.canterbury.ac.nz
Introduction: The purpose of medical imaging in breast cancer screening is to detect and
characterise pathology. In this context, image quality is best defined in relation to diagnostic …

[PDF][PDF] MAMMOGRAPHY IMAGES CLASSIFICATION AND DETECTION BASED ON DEEP DENSE NET CONVOLUTION GENERATIVE NEURAL NETWORK

MTLP Kumari, K Perumal - Journal of Data Acquisition and Processing, 2023 - sjcjycl.cn
Deep learning has the advantage of improved medical image processing research. Breast
cancer is the most common cancer in women, and several apps have been established to …