User profiles for Eleftherios Garyfallidis

Eleftherios Garyfallidis

Associate 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

E Garyfallidis, MA Côté, F Rheault, J Sidhu, J Hau… - NeuroImage, 2018 - Elsevier
Virtual dissection of diffusion MRI tractograms is cumbersome and needs extensive knowledge
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

CMW Tax, M Bastiani, J Veraart, E Garyfallidis… - NeuroImage, 2022 - Elsevier
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 …

[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 …

[HTML][HTML] The challenge of mapping the human connectome based on diffusion tractography

…, PF Neher, JC Houde, MA Côté, E Garyfallidis… - Nature …, 2017 - nature.com
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 …

[HTML][HTML] The sensitivity of diffusion MRI to microstructural properties and experimental factors

M Afzali, T Pieciak, S Newman, E Garyfallidis… - Journal of Neuroscience …, 2021 - Elsevier
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 …

[HTML][HTML] Quickbundles, a method for tractography simplification

E Garyfallidis, M Brett, MM Correia… - Frontiers in …, 2012 - frontiersin.org
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 …

Tractometer: towards validation of tractography pipelines

MA Côté, G Girard, A Boré, E Garyfallidis… - Medical image …, 2013 - Elsevier
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 …

QSIPrep: an integrative platform for preprocessing and reconstructing diffusion MRI data

…, DA Fair, W Foran, P Fotiadis, E Garyfallidis… - Nature …, 2021 - nature.com
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…

[HTML][HTML] Tractography dissection variability: What happens when 42 groups dissect 14 white matter bundles on the same dataset?

…, K Heuer, BQ Chandio, J Guaje, W Tang, E Garyfallidis… - Neuroimage, 2021 - Elsevier
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 …

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-…