User profiles for Julien Cohen-Adad

Julien Cohen-Adad, PhD

Associate Professor of Biomedical Engineering, Polytechnique Montreal
Verified email at polymtl.ca
Cited by 13983

[HTML][HTML] The current state-of-the-art of spinal cord imaging: methods

…, D Cadotte, T Carlstedt, O Ciccarelli, J Cohen-Adad… - Neuroimage, 2014 - Elsevier
A first-ever spinal cord imaging meeting was sponsored by the International Spinal
Research Trust and the Wings for Life Foundation with the aim of identifying the current state-of-the-…

Deep semantic segmentation of natural and medical images: a review

…, K Abhishek, JP Cohen, J Cohen-Adad… - Artificial Intelligence …, 2021 - Springer
The semantic image segmentation task consists of classifying each pixel of an image into an
instance, where each instance corresponds to a class. This task is a part of the concept of …

The current state-of-the-art of spinal cord imaging: applications

…, DW Cadotte, T Carlstedt, O Ciccarelli, J Cohen-Adad… - Neuroimage, 2014 - Elsevier
A first-ever spinal cord imaging meeting was sponsored by the International Spinal
Research Trust and the Wings for Life Foundation with the aim of identifying the current state-of-the-…

SCT: Spinal Cord Toolbox, an open-source software for processing spinal cord MRI data

…, N Stikov, DL Collins, V Callot, J Cohen-Adad - Neuroimage, 2017 - Elsevier
For the past 25 years, the field of neuroimaging has witnessed the development of several
software packages for processing multi-parametric magnetic resonance imaging (mpMRI) to …

Pushing the limits of in vivo diffusion MRI for the Human Connectome Project

…, R Kimmlingen, E Eberlein, T Witzel, J Cohen-Adad… - Neuroimage, 2013 - Elsevier
Perhaps more than any other “-omics” endeavor, the accuracy and level of detail obtained
from mapping the major connection pathways in the living human brain with diffusion MRI …

Improving diffusion MRI using simultaneous multi-slice echo planar imaging

K Setsompop, J Cohen-Adad, BA Gagoski, T Raij… - Neuroimage, 2012 - Elsevier
In diffusion MRI, simultaneous multi-slice single-shot EPI acquisitions have the potential to
increase the number of diffusion directions obtained per unit time, allowing more diffusion …

The Human Connectome Project and beyond: initial applications of 300 mT/m gradients

…, K Heberlein, T Feiweier, K Liu, B Keil, J Cohen-Adad… - Neuroimage, 2013 - Elsevier
The engineering of a 3 T human MRI scanner equipped with 300 mT/m gradients – the
strongest gradients ever built for an in vivo human MRI scanner – was a major component of the …

Hiformer: Hierarchical multi-scale representations using transformers for medical image segmentation

…, R Azad, EK Aghdam, J Cohen-Adad… - Proceedings of the …, 2023 - openaccess.thecvf.com
Convolutional neural networks (CNNs) have been the consensus for medical image
segmentation tasks. However, they inevitably suffer from the limitation in modeling long-range …

In vivo histology of the myelin g-ratio with magnetic resonance imaging

…, M Boudreau, S Narayanan, T Duval, J Cohen-Adad… - Neuroimage, 2015 - Elsevier
The myelin g-ratio, defined as the ratio between the inner and the outer diameter of the
myelin sheath, is a fundamental property of white matter that can be computed from a simple …

Demyelination and degeneration in the injured human spinal cord detected with diffusion and magnetization transfer MRI

J Cohen-Adad, MM El Mendili, S Lehéricy, PF Pradat… - Neuroimage, 2011 - Elsevier
Characterizing demyelination/degeneration of spinal pathways in traumatic spinal cord
injured (SCI) patients is crucial for assessing the prognosis of functional rehabilitation. Novel …