Modelling the physics in the iterative reconstruction for transmission computed tomography

J Nuyts, B De Man, JA Fessler… - Physics in Medicine …, 2013 - iopscience.iop.org
There is an increasing interest in iterative reconstruction (IR) as a key tool to improve quality
and increase applicability of x-ray CT imaging. IR has the ability to significantly reduce …

A general framework and review of scatter correction methods in x‐ray cone‐beam computerized tomography. Part 1: scatter compensation approaches

EP Rührnschopf, K Klingenbeck - Medical physics, 2011 - Wiley Online Library
Since scattered radiation in cone‐beam volume CT implies severe degradation of CT
images by quantification errors, artifacts, and noise increase, scatter suppression is one of …

Improved scatter correction using adaptive scatter kernel superposition

M Sun, JM Star-Lack - Physics in Medicine & Biology, 2010 - iopscience.iop.org
Accurate scatter correction is required to produce high-quality reconstructions of x-ray cone-
beam computed tomography (CBCT) scans. This paper describes new scatter kernel …

Deep scatter estimation (DSE): Accurate real-time scatter estimation for X-ray CT using a deep convolutional neural network

J Maier, S Sawall, M Knaup, M Kachelrieß - Journal of Nondestructive …, 2018 - Springer
X-ray scatter is a major cause of image quality degradation in dimensional CT. Especially, in
case of highly attenuating components scatter-to-primary ratios may easily be higher than 1 …

Real‐time scatter estimation for medical CT using the deep scatter estimation: method and robustness analysis with respect to different anatomies, dose levels, tube …

J Maier, E Eulig, T Vöth, M Knaup, J Kuntz… - Medical …, 2019 - Wiley Online Library
Purpose X‐ray scattering leads to CT images with a reduced contrast, inaccurate CT values
as well as streak and cupping artifacts. Therefore, scatter correction is crucial to maintain the …

Advances in the metrological traceability and performance of X-ray computed tomography

W Dewulf, H Bosse, S Carmignato, R Leach - CIRP Annals, 2022 - Elsevier
X-ray computed tomography (XCT) is increasingly being used for evaluating quality and
conformance of complex products, including assemblies and additively manufactured parts …

A general framework and review of scatter correction methods in cone beam CT. Part 2: scatter estimation approaches

EP Rührnschopf and, K Klingenbeck - Medical physics, 2011 - Wiley Online Library
The main components of scatter correction procedures are scatter estimation and a scatter
compensation algorithm. This paper completes a previous paper where a general …

An efficient Monte Carlo-based algorithm for scatter correction in keV cone-beam CT

G Poludniowski, PM Evans, VN Hansen… - Physics in Medicine & …, 2009 - iopscience.iop.org
A new method is proposed for scatter-correction of cone-beam CT images. A coarse
reconstruction is used in initial iteration steps. Modelling of the x-ray tube spectra and …

Projection‐domain scatter correction for cone beam computed tomography using a residual convolutional neural network

Y Nomura, Q Xu, H Shirato, S Shimizu… - Medical physics, 2019 - Wiley Online Library
Purpose Scatter is a major factor degrading the image quality of cone beam computed
tomography (CBCT). Conventional scatter correction strategies require handcrafted …

Shading correction for on‐board cone‐beam CT in radiation therapy using planning MDCT images

T Niu, M Sun, J Star‐Lack, H Gao, Q Fan… - Medical …, 2010 - Wiley Online Library
Purpose: Applications of cone‐beam CT (CBCT) to image‐guided radiation therapy (IGRT)
are hampered by shading artifacts in the reconstructed images. These artifacts are mainly …