User profiles for Eleftherios Garyfallidis
Eleftherios GaryfallidisAssociate Professor, Indiana University Verified email at indiana.edu Cited by 5404 |
Recognition of white matter bundles using local and global streamline-based registration and clustering
Virtual dissection of diffusion MRI tractograms is cumbersome and needs extensive knowledge
of white matter anatomy. This virtual dissection often requires several inclusion and …
of white matter anatomy. This virtual dissection often requires several inclusion and …
[HTML][HTML] What's new and what's next in diffusion MRI preprocessing
Diffusion MRI (dMRI) provides invaluable information for the study of tissue microstructure
and brain connectivity, but suffers from a range of imaging artifacts that greatly challenge the …
and brain connectivity, but suffers from a range of imaging artifacts that greatly challenge the …
[HTML][HTML] Dipy, a library for the analysis of diffusion MRI data
E Garyfallidis, M Brett, B Amirbekian… - Frontiers in …, 2014 - frontiersin.org
Diffusion Imaging in Python (Dipy) is a free and open source software project for the
analysis of data from diffusion magnetic resonance imaging (dMRI) experiments. dMRI is an …
analysis of data from diffusion magnetic resonance imaging (dMRI) experiments. dMRI is an …
[HTML][HTML] The challenge of mapping the human connectome based on diffusion tractography
Tractography based on non-invasive diffusion imaging is central to the study of human brain
connectivity. To date, the approach has not been systematically validated in ground truth …
connectivity. To date, the approach has not been systematically validated in ground truth …
[HTML][HTML] The sensitivity of diffusion MRI to microstructural properties and experimental factors
Diffusion MRI is a non-invasive technique to study brain microstructure. Differences in the
microstructural properties of tissue, including size and anisotropy, can be represented in the …
microstructural properties of tissue, including size and anisotropy, can be represented in the …
[HTML][HTML] Quickbundles, a method for tractography simplification
Diffusion MR data sets produce large numbers of streamlines which are hard to visualize,
interact with, and interpret in a clinically acceptable time scale, despite numerous proposed …
interact with, and interpret in a clinically acceptable time scale, despite numerous proposed …
Tractometer: towards validation of tractography pipelines
We have developed the Tractometer: an online evaluation and validation system for
tractography processing pipelines. One can now evaluate the results of more than 57,000 fiber …
tractography processing pipelines. One can now evaluate the results of more than 57,000 fiber …
QSIPrep: an integrative platform for preprocessing and reconstructing diffusion MRI data
Diffusion-weighted magnetic resonance imaging (dMRI) is the primary method for noninvasively
studying the organization of white matter in the human brain. Here we introduce QSIPrep…
studying the organization of white matter in the human brain. Here we introduce QSIPrep…
[HTML][HTML] Tractography dissection variability: What happens when 42 groups dissect 14 white matter bundles on the same dataset?
White matter bundle segmentation using diffusion MRI fiber tractography has become the
method of choice to identify white matter fiber pathways in vivo in human brains. However, like …
method of choice to identify white matter fiber pathways in vivo in human brains. However, like …
Quantitative comparison of reconstruction methods for intra-voxel fiber recovery from diffusion MRI
…, M Descoteaux, E Garyfallidis… - IEEE transactions on …, 2013 - ieeexplore.ieee.org
Validation is arguably the bottleneck in the diffusion magnetic resonance imaging (MRI)
community. This paper evaluates and compares 20 algorithms for recovering the local intra-…
community. This paper evaluates and compares 20 algorithms for recovering the local intra-…