12 citations · 20 across the 5 of their papers we have counts for
6 papers
Analytical and fast Fiber Orientation Distribution reconstruction in 3D-Polarized Light Imaging
A. Alimi, S. Deslauriers-Gauthier, F. Matuschke +4
Three dimensional Polarized Light Imaging (3D-PLI) is an optical technique which allows mapping the spatial fiber architecture of fibrous postmortem tissues, at sub-millimeter reso…
A Pseudo-labelling Auto-Encoder for unsupervised image classification
Aymene Mohammed Bouayed, Karim Atif, Rachid Deriche +1
In this paper, we introduce a unique variant of the denoising Auto-Encoder and combine it with the perceptual loss to classify images in an unsupervised manner. The proposed method…
Extracting the Groupwise Core Structural Connectivity Network: Bridging Statistical and Graph-Theoretical Approaches
Nahuel Lascano, Guillermo Gallardo, Rachid Deriche +2
Finding the common structural brain connectivity network for a given population is an open problem, crucial for current neuro-science. Recent evidence suggests there's a tightly co…
Groupwise Structural Parcellation of the Cortex: A Sound Approach Based on Logistic Models
Guillermo Gallardo, William Wells, Rachid Deriche +1
Current theories hold that brain function is highly related to long-range physical connections through axonal bundles, namely extrinsic connectiv-ity. However, obtaining a groupwis…
Diffusion MRI microstructure models with in vivo human brain Connectom data: results from a multi-group comparison
Uran Ferizi, Benoit Scherrer, Torben Schneider +20
A large number of mathematical models have been proposed to describe the measured signal in diffusion-weighted (DW) magnetic resonance imaging (MRI) and infer properties about the…
Regularized Spherical Polar Fourier Diffusion MRI with Optimal Dictionary Learning
Jian Cheng, Tianzi Jiang, Rachid Deriche +2
Compressed Sensing (CS) takes advantage of signal sparsity or compressibility and allows superb signal reconstruction from relatively few measurements. Based on CS theory, a suitab…