Medical image processing on the GPU–Past, present and future
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 …
because they can dramatically accelerate parallel computing, are affordable and energy …
[HTML][HTML] Medical image segmentation on GPUs–A comprehensive review
Segmentation of anatomical structures, from modalities like computed tomography (CT),
magnetic resonance imaging (MRI) and ultrasound, is a key enabling technology for medical …
magnetic resonance imaging (MRI) and ultrasound, is a key enabling technology for medical …
Fast parallel image registration on CPU and GPU for diagnostic classification of Alzheimer's disease
Nonrigid image registration is an important, but time-consuming task in medical image
analysis. In typical neuroimaging studies, multiple image registrations are performed, ie, for …
analysis. In typical neuroimaging studies, multiple image registrations are performed, ie, for …
GPU computing in medical physics: A review
G Pratx, L ** B-spline registration algorithms for multi-core processors
Spline-based deformable registration methods are quite popular within the medical-imaging
community due to their flexibility and robustness. However, they require a large amount of …
community due to their flexibility and robustness. However, they require a large amount of …
Attribute-weighted outlier detection for mixed data based on parallel mutual information
J Li, Z Liu - Expert Systems with Applications, 2024 - Elsevier
Outlier detection plays an important role in data mining because it can improve the
performance of data analysis. Most outlier detection algorithms focus on numerical or …
performance of data analysis. Most outlier detection algorithms focus on numerical or …
[HTML][HTML] A survey of GPU-based medical image computing techniques
Medical imaging currently plays a crucial role throughout the entire clinical applications from
medical scientific research to diagnostics and treatment planning. However, medical …
medical scientific research to diagnostics and treatment planning. However, medical …
PDE-constrained optimization in medical image analysis
PDE-constrained optimization problems find many applications in medical image analysis,
for example, neuroimaging, cardiovascular imaging, and oncologic imaging. We review the …
for example, neuroimaging, cardiovascular imaging, and oncologic imaging. We review the …
Advanced respiratory motion compensation for coronary MR angiography
Despite technical advances, respiratory motion remains a major impediment in a substantial
amount of patients undergoing coronary magnetic resonance angiography (CMRA) …
amount of patients undergoing coronary magnetic resonance angiography (CMRA) …