[HTML][HTML] Quantitative mapping of the brain's structural connectivity using diffusion MRI tractography: A review
Diffusion magnetic resonance imaging (dMRI) tractography is an advanced imaging
technique that enables in vivo reconstruction of the brain's white matter connections at …
technique that enables in vivo reconstruction of the brain's white matter connections at …
An anatomically curated fiber clustering white matter atlas for consistent white matter tract parcellation across the lifespan
This work presents an anatomically curated white matter atlas to enable consistent white
matter tract parcellation across different populations. Leveraging a well-established …
matter tract parcellation across different populations. Leveraging a well-established …
Mapping the human connectome
METHODS Historically, most neuroimaging studies of the human brain have employed a
modular view of the brain, eg, region X is responsible for function Y. This modularity of mind …
modular view of the brain, eg, region X is responsible for function Y. This modularity of mind …
Automatic fiber bundle segmentation in massive tractography datasets using a multi-subject bundle atlas
This paper presents a method for automatic segmentation of white matter fiber bundles from
massive dMRI tractography datasets. The method is based on a multi-subject bundle atlas …
massive dMRI tractography datasets. The method is based on a multi-subject bundle atlas …
Robust clustering of massive tractography datasets
This paper presents a clustering method that detects the fiber bundles embedded in any MR-
diffusion based tractography dataset. Our method can be seen as a compressing operation …
diffusion based tractography dataset. Our method can be seen as a compressing operation …
Automatic clustering of white matter fibers in brain diffusion MRI with an application to genetics
To understand factors that affect brain connectivity and integrity, it is beneficial to
automatically cluster white matter (WM) fibers into anatomically recognizable tracts. Whole …
automatically cluster white matter (WM) fibers into anatomically recognizable tracts. Whole …
Automatic whole brain tract‐based analysis using predefined tracts in a diffusion spectrum imaging template and an accurate registration strategy
Automated tract‐based analysis of diffusion MRI is an important tool for investigating tract
integrity of the cerebral white matter. Current template‐based automatic analyses still lack a …
integrity of the cerebral white matter. Current template‐based automatic analyses still lack a …
AnatomiCuts: hierarchical clustering of tractography streamlines based on anatomical similarity
Diffusion MRI tractography produces massive sets of streamlines that contain a wealth of
information on brain connections. The size of these datasets creates a need for automated …
information on brain connections. The size of these datasets creates a need for automated …
[HTML][HTML] FFClust: fast fiber clustering for large tractography datasets for a detailed study of brain connectivity
Automated methods that can identify white matter bundles from large tractography datasets
have several applications in neuroscience research. In these applications, clustering …
have several applications in neuroscience research. In these applications, clustering …
Filtering in tractography using autoencoders (FINTA)
Current brain white matter fiber tracking techniques show a number of problems, including:
generating large proportions of streamlines that do not accurately describe the underlying …
generating large proportions of streamlines that do not accurately describe the underlying …