Penalized weighted least-squares approach to sinogram noise reduction and image reconstruction for low-dose X-ray computed tomography
J Wang, T Li, H Lu, Z Liang - IEEE transactions on medical …, 2006 - ieeexplore.ieee.org
Reconstructing low-dose X-ray computed tomography (CT) images is a noise problem. This
work investigated a penalized weighted least-squares (PWLS) approach to address this …
work investigated a penalized weighted least-squares (PWLS) approach to address this …
Texture feature analysis for computer-aided diagnosis on pulmonary nodules
Differentiation of malignant and benign pulmonary nodules is of paramount clinical importance.
Texture features of pulmonary nodules in CT images reflect a powerful character of the …
Texture features of pulmonary nodules in CT images reflect a powerful character of the …
Nonlinear sinogram smoothing for low-dose X-ray CT
…, J Wen, H Lu, J Hsieh, Z Liang - IEEE Transactions on …, 2004 - ieeexplore.ieee.org
When excessive quantum noise is present in extremely low dose X-ray CT imaging, statistical
properties of the data has to be considered to achieve a satisfactory image reconstruction. …
properties of the data has to be considered to achieve a satisfactory image reconstruction. …
Adaptive-weighted total variation minimization for sparse data toward low-dose x-ray computed tomography image reconstruction
Previous studies have shown that by minimizing the total variation (TV) of the to-be-estimated
image with some data and other constraints, piecewise-smooth x-ray computed …
image with some data and other constraints, piecewise-smooth x-ray computed …
Low‐dose computed tomography image restoration using previous normal‐dose scan
J Ma, J Huang, Q Feng, H Zhang, H Lu, Z Liang… - Medical …, 2011 - Wiley Online Library
Purpose: In current computed tomography (CT) examinations, the associated x‐ray
radiation dose is of a significant concern to patients and operators. A simple and cost‐effective …
radiation dose is of a significant concern to patients and operators. A simple and cost‐effective …
Conceptual design of a proton computed tomography system for applications in proton radiation therapy
R Schulte, V Bashkirov, T Li, Z Liang… - … on Nuclear Science, 2004 - ieeexplore.ieee.org
Proton computed tomography (pCT) has the potential to improve the accuracy of dose
calculations for proton treatment planning, and will also be useful for pretreatment verification of …
calculations for proton treatment planning, and will also be useful for pretreatment verification of …
Sparse-view x-ray CT reconstruction via total generalized variation regularization
Sparse-view CT reconstruction algorithms via total variation (TV) optimize the data iteratively
on the basis of a noise-and artifact-reducing model, resulting in significant radiation dose …
on the basis of a noise-and artifact-reducing model, resulting in significant radiation dose …
Variance analysis of x‐ray CT sinograms in the presence of electronic noise background
Purpose: Low‐dose x‐ray computed tomography (CT) is clinically desired. Accurate noise
modeling is a fundamental issue for low‐dose CT image reconstruction via statistics‐based …
modeling is a fundamental issue for low‐dose CT image reconstruction via statistics‐based …
Automatic centerline extraction for virtual colonoscopy
M Wan, Z Liang, Q Ke, L Hong, I Bitter… - IEEE transactions on …, 2002 - ieeexplore.ieee.org
In this paper, we introduce a concise and concrete definition of an accurate colon centerline
and provide an efficient automatic means to extract the centerline and its associated …
and provide an efficient automatic means to extract the centerline and its associated …
Parameter estimation and tissue segmentation from multispectral MR images
Z Liang, JR MacFall… - IEEE transactions on …, 1994 - ieeexplore.ieee.org
A statistical method is developed to classify tissue types and to segment the corresponding
tissue regions from relaxation time T/sub 1/, T/sub 2/, and proton density P/sub D/ weighted …
tissue regions from relaxation time T/sub 1/, T/sub 2/, and proton density P/sub D/ weighted …