Medical image processing on the GPU–Past, present and future

A Eklund, P Dufort, D Forsberg, SM LaConte - Medical image analysis, 2013 - Elsevier
Graphics processing units (GPUs) are used today in a wide range of applications, mainly
because they can dramatically accelerate parallel computing, are affordable and energy …

GPU computing in medical physics: A review

G Pratx, L **ng - Medical physics, 2011 - Wiley Online Library
The graphics processing unit (GPU) has emerged as a competitive platform for computing
massively parallel problems. Many computing applications in medical physics can be …

3D forward and back-projection for X-ray CT using separable footprints

Y Long, JA Fessler, JM Balter - IEEE transactions on medical …, 2010 - ieeexplore.ieee.org
Iterative methods for 3D image reconstruction have the potential to improve image quality
over conventional filtered back projection (FBP) in X-ray computed tomography (CT) …

Maximum-likelihood estimation with a contracting-grid search algorithm

JY Hesterman, L Caucci, MA Kupinski… - IEEE transactions on …, 2010 - ieeexplore.ieee.org
A fast search algorithm capable of operating in multi-dimensional spaces is introduced. As a
sample application, we demonstrate its utility in the 2D and 3D maximum-likelihood position …

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 …

Fully 3D list‐mode time‐of‐flight PET image reconstruction on GPUs using CUDA

J Cui, G Pratx, S Prevrhal, CS Levin - Medical physics, 2011 - Wiley Online Library
Purpose: List‐mode processing is an efficient way of dealing with the sparse nature of
positron emission tomography (PET) data sets and is the processing method of choice for …

System models for PET statistical iterative reconstruction: A review

A Iriarte, R Marabini, S Matej, COS Sorzano… - … Medical Imaging and …, 2016 - Elsevier
Positron emission tomography (PET) is a nuclear imaging modality that provides in vivo
quantitative measurements of the spatial and temporal distribution of compounds labeled …

Fast and efficient fully 3D PET image reconstruction using sparse system matrix factorization with GPU acceleration

J Zhou, J Qi - Physics in Medicine & Biology, 2011 - iopscience.iop.org
Statistically based iterative image reconstruction has been widely used in positron emission
tomography (PET) imaging. The quality of reconstructed images depends on the accuracy of …

MemXCT: Memory-centric X-ray CT reconstruction with massive parallelization

M Hidayetoğlu, T Biçer, SG De Gonzalo, B Ren… - Proceedings of the …, 2019 - dl.acm.org
X-ray computed tomography (XCT) is used regularly at synchrotron light sources to study the
internal morphology of materials at high resolution. However, experimental constraints, such …

Bayesian reconstruction of photon interaction sequences for high-resolution PET detectors

G Pratx, CS Levin - Physics in Medicine & Biology, 2009 - iopscience.iop.org
Realizing the full potential of high-resolution positron emission tomography (PET) systems
involves accurately positioning events in which the annihilation photon deposits all its …