User profiles for Julien Cohen-Adad
Julien Cohen-Adad, PhDAssociate 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-…
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
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 …
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-…
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
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 …
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 …
from mapping the major connection pathways in the living human brain with diffusion MRI …
Improving diffusion MRI using simultaneous multi-slice echo planar imaging
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 …
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 …
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 …
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
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 …
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
Characterizing demyelination/degeneration of spinal pathways in traumatic spinal cord
injured (SCI) patients is crucial for assessing the prognosis of functional rehabilitation. Novel …
injured (SCI) patients is crucial for assessing the prognosis of functional rehabilitation. Novel …