PhyberSIM: a tool for the generation of ground truth to evaluate brain fiber clustering algorithms
Diffusion Magnetic Resonance Imaging tractography is a non-invasive technique that
produces a collection of streamlines representing the main white matter bundle trajectories …
produces a collection of streamlines representing the main white matter bundle trajectories …
[HTML][HTML] Horizon, closing the gap between cinematic visualization and medical imaging
Medical imaging has become a fascinating field with detailed visualizations of the body's
internal environments. Although the field has grown fast and is sensitive to new …
internal environments. Although the field has grown fast and is sensitive to new …
White matter tract segmentation as multiple linear assignment problems
Diffusion magnetic resonance imaging (dMRI) allows to reconstruct the main pathways of
axons within the white matter of the brain as a set of polylines, called streamlines. The set of …
axons within the white matter of the brain as a set of polylines, called streamlines. The set of …
[PDF][PDF] QuickBundlesX: sequential clustering of millions of streamlines in multiple levels of detail at record execution time
QuickBundlesX shows a remarkable 20+ X speedup over it's predecessor who was until
today the fastest clustering algorithm for streamlines. In addition, it returns a useful tree of …
today the fastest clustering algorithm for streamlines. In addition, it returns a useful tree of …
Horizon, closing the gap between cinematic visualization and medical imaging
Medical imaging has become a fascinating field with detailed visualizations of the body's
internal environments. Although the field has grown fast and is sensitive to new …
internal environments. Although the field has grown fast and is sensitive to new …
Coresets vs clustering: comparison of methods for redundancy reduction in very large white matter fiber sets
G Alexandroni, GZ Moreno, N Sochen… - … Imaging 2016: Image …, 2016 - spiedigitallibrary.org
Recent advances in Diffusion Weighted Magnetic Resonance Imaging (DW-MRI) of white
matter in conjunction with improved tractography produce impressive reconstructions of …
matter in conjunction with improved tractography produce impressive reconstructions of …
The fiber-density-coreset for redundancy reduction in huge fiber-sets
G Alexandroni, GZ Moreno, N Sochen, H Greenspan - NeuroImage, 2017 - Elsevier
State of the art Diffusion Weighted Magnetic Resonance Imaging (DW-MRI) protocols of
white matter followed by advanced tractography techniques produce impressive …
white matter followed by advanced tractography techniques produce impressive …
Fast density-peaks clustering for registration-free pediatric white matter tract analysis
X Fan, Y Duan, S Cheng, Y Zhang, H Cheng - Artificial Intelligence in …, 2019 - Elsevier
Clustering white matter (WM) tracts from diffusion tensor imaging (DTI) is primarily important
for quantitative analysis on pediatric brain development. A recently developed algorithm …
for quantitative analysis on pediatric brain development. A recently developed algorithm …
Review of fast density-peaks clustering and its application to pediatric white matter tracts
Clustering white matter (WM) tracts from diffusion tensor imaging (DTI) is primarily important
for quantitative analysis on pediatric brain development. A recently developed algorithm …
for quantitative analysis on pediatric brain development. A recently developed algorithm …
3D-SSF: A bio-inspired approach for dynamic multi-subject clustering of white matter tracts
There is growing interest in the study of white matter (WM) variation across subjects, and in
particular the analysis of specific WM bundles, to better understand brain development and …
particular the analysis of specific WM bundles, to better understand brain development and …