A review of GPU-based medical image reconstruction

P Després, X Jia - Physica Medica, 2017 - Elsevier
Tomographic image reconstruction is a computationally demanding task, even more so
when advanced models are used to describe a more complete and accurate picture of the …

Task‐based detectability in CT image reconstruction by filtered backprojection and penalized likelihood estimation

GJ Gang, JW Stayman, W Zbijewski… - Medical …, 2014 - Wiley Online Library
Purpose: Nonstationarity is an important aspect of imaging performance in CT and cone‐
beam CT (CBCT), especially for systems employing iterative reconstruction. This work …

Soft-tissue imaging with C-arm cone-beam CT using statistical reconstruction

AS Wang, JW Stayman, Y Otake… - Physics in Medicine …, 2014 - iopscience.iop.org
The potential for statistical image reconstruction methods such as penalized-likelihood (PL)
to improve C-arm cone-beam CT (CBCT) soft-tissue visualization for intraoperative imaging …

Iterative CBCT reconstruction using Hessian penalty

T Sun, N Sun, J Wang, S Tan - Physics in Medicine & Biology, 2015 - iopscience.iop.org
Statistical iterative reconstruction algorithms have shown potential to improve cone-beam
CT (CBCT) image quality. Most iterative reconstruction algorithms utilize prior knowledge as …

Alternating dual updates algorithm for X-ray CT reconstruction on the GPU

MG McGaffin, JA Fessler - IEEE transactions on computational …, 2015 - ieeexplore.ieee.org
Model-based image reconstruction (MBIR) for X-ray computed tomography (CT) offers
improved image quality and potential low-dose operation, but has yet to reach ubiquity in the …

Low‐dose preview for patient‐specific, task‐specific technique selection in cone‐beam CT

AS Wang, JW Stayman, Y Otake, S Vogt… - Medical …, 2014 - Wiley Online Library
Purpose: A method is presented for generating simulated low‐dose cone‐beam CT (CBCT)
preview images from which patient‐and task‐specific minimum‐dose protocols can be …

A look-up table-based ray integration framework for 2-D/3-D forward and back projection in X-ray CT

S Ha, K Mueller - IEEE transactions on medical imaging, 2017 - ieeexplore.ieee.org
Iterative algorithms have become increasingly popular in computed tomography (CT) image
reconstruction, since they better deal with the adverse image artifacts arising from low …

[PDF][PDF] Iterative helical CT reconstruction in the cloud for ten dollars in five minutes

JM Rosen, J Wu, TF Wenisch… - Proc. Intl. Mtg. on Fully 3D …, 2013 - eecs.umich.edu
Iterative statistical X-ray CT reconstruction algorithms can improve image quality for low
dose scans. Unfortunately, their clinical utility has been hampered by their enormous …

Comparison of supervised‐learning approaches for designing a channelized observer for image quality assessment in CT

E Pouget, V Dedieu - Medical Physics, 2023 - Wiley Online Library
Background The current paradigm for evaluating computed tomography (CT) system
performance relies on a task‐based approach. As the Hotelling observer (HO) provides an …

[图书][B] Three-Dimensional Digital Tomosynthesis: Iterative reconstruction, artifact reduction and alternative acquisition geometry

Y Levakhina - 2014 - books.google.com
Yulia Levakhina gives an introduction to the major challenges of image reconstruction in
Digital Tomosynthesis (DT), particularly to the connection of the reconstruction problem with …