Julien Cohen-Adad

According to our database1, Julien Cohen-Adad authored at least 77 papers between 2006 and 2022.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Online presence:

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Bibliography

2022
Brain-spinal cord interaction in long-term motor sequence learning in human: An fMRI study.
NeuroImage, 2022

HiFormer: Hierarchical Multi-scale Representations Using Transformers for Medical Image Segmentation.
CoRR, 2022

Medical Image Segmentation on MRI Images with Missing Modalities: A Review.
CoRR, 2022

Label fusion and training methods for reliable representation of inter-rater uncertainty.
CoRR, 2022

Intervertebral Disc Labeling with Learning Shape Information, a Look once Approach.
Proceedings of the Predictive Intelligence in Medicine - 5th International Workshop, 2022

Reproducibility and Evolution of Diffusion Mri Measurements Within the Cervical Spinal Cord in Multiple Sclerosis.
Proceedings of the 19th IEEE International Symposium on Biomedical Imaging, 2022

2021
Cortico-spinal imaging to study pain.
NeuroImage, 2021

SoftSeg: Advantages of soft versus binary training for image segmentation.
Medical Image Anal., 2021

ivadomed: A Medical Imaging Deep Learning Toolbox.
J. Open Source Softw., 2021

2D Multi-Class Model for Gray and White Matter Segmentation of the Cervical Spinal Cord at 7T.
CoRR, 2021

Team NeuroPoly: Description of the Pipelines for the MICCAI 2021 MS New Lesions Segmentation Challenge.
CoRR, 2021

Impact of individual rater style on deep learning uncertainty in medical imaging segmentation.
CoRR, 2021

Deep semantic segmentation of natural and medical images: a review.
Artif. Intell. Rev., 2021

Benefits of Linear Conditioning for Segmentation using Metadata.
Proceedings of the Medical Imaging with Deep Learning, 7-9 July 2021, Lübeck, Germany., 2021

Stacked Hourglass Network with a Multi-level Attention Mechanism: Where to Look for Intervertebral Disc Labeling.
Proceedings of the Machine Learning in Medical Imaging - 12th International Workshop, 2021

2020
Multi-parametric quantitative <i>in vivo</i> spinal cord MRI with unified signal readout and image denoising.
NeuroImage, 2020

qMRLab: Quantitative MRI analysis, under one umbrella.
J. Open Source Softw., 2020

Multiclass Spinal Cord Tumor Segmentation on MRI with Deep Learning.
CoRR, 2020

ivadomed: A Medical Imaging Deep Learning Toolbox.
CoRR, 2020

Spine intervertebral disc labeling using a fully convolutional redundant counting model.
CoRR, 2020

Automatic segmentation of spinal multiple sclerosis lesions: How to generalize across MRI contrasts?
CoRR, 2020

2019
Construction of a rat spinal cord atlas of axon morphometry.
NeuroImage, 2019

Unsupervised domain adaptation for medical imaging segmentation with self-ensembling.
NeuroImage, 2019

Automatic segmentation of the spinal cord and intramedullary multiple sclerosis lesions with convolutional neural networks.
NeuroImage, 2019

Axons morphometry in the human spinal cord.
NeuroImage, 2019

Arterial stiffness and white matter integrity in the elderly: A diffusion tensor and magnetization transfer imaging study.
NeuroImage, 2019

Deep Active Learning for Axon-Myelin Segmentation on Histology Data.
CoRR, 2019

U-Net Fixed-Point Quantization for Medical Image Segmentation.
Proceedings of the Large-Scale Annotation of Biomedical Data and Expert Label Synthesis and Hardware Aware Learning for Medical Imaging and Computer Assisted Intervention, 2019

Geometric Evaluation of Distortion Correction Methods in Diffusion MRI of the Spinal Cord.
Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019

2018
PAM50: Unbiased multimodal template of the brainstem and spinal cord aligned with the ICBM152 space.
NeuroImage, 2018

Microstructural imaging in the spinal cord and validation strategies.
NeuroImage, 2018

Promise and pitfalls of g-ratio estimation with MRI.
NeuroImage, 2018

Automatic spinal cord localization, robust to MRI contrasts using global curve optimization.
Medical Image Anal., 2018

Automatic segmentation of the spinal cord and intramedullary multiple sclerosis lesions with convolutional neural networks.
CoRR, 2018

Deep Semi-supervised Segmentation with Weight-Averaged Consistency Targets.
Proceedings of the Deep Learning in Medical Image Analysis - and - Multimodal Learning for Clinical Decision Support, 2018

2017
Spinal cord grey matter segmentation challenge.
NeuroImage, 2017

SCT: Spinal Cord Toolbox, an open-source software for processing spinal cord MRI data.
NeuroImage, 2017

g-Ratio weighted imaging of the human spinal cord in vivo.
NeuroImage, 2017

Fully-integrated framework for the segmentation and registration of the spinal cord white and gray matter.
NeuroImage, 2017

AxonPacking: An Open-Source Software to Simulate Arrangements of Axons in White Matter.
Frontiers Neuroinformatics, 2017

AxonDeepSeg: automatic axon and myelin segmentation from microscopy data using convolutional neural networks.
CoRR, 2017

Spinal cord gray matter segmentation using deep dilated convolutions.
CoRR, 2017

Grey Matter Segmentation in Spinal Cord MRIs via 3D Convolutional Encoder Networks with Shortcut Connections.
Proceedings of the Deep Learning in Medical Image Analysis and Multimodal Learning for Clinical Decision Support, 2017

OptiC: Robust and Automatic Spinal Cord Localization on a Large Variety of MRI Data Using a Distance Transform Based Global Optimization.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2017, 2017

2016
AxonSeg: Open Source Software for Axon and Myelin Segmentation and Morphometric Analysis.
Frontiers Neuroinformatics, 2016

2015
Automatic Segmentation of the Spinal Cord and Spinal Canal Coupled With Vertebral Labeling.
IEEE Trans. Medical Imaging, 2015

A reliable spatially normalized template of the human spinal cord - Applications to automated white matter/gray matter segmentation and tensor-based morphometry (TBM) mapping of gray matter alterations occurring with age.
NeuroImage, 2015

In vivo histology of the myelin g-ratio with magnetic resonance imaging.
NeuroImage, 2015

Multivariate combination of magnetization transfer, T<sub>2</sub>* and B0 orientation to study the myelo-architecture of the in vivo human cortex.
NeuroImage, 2015

White matter atlas of the human spinal cord with estimation of partial volume effect.
NeuroImage, 2015

The impact of gradient strength on in vivo diffusion MRI estimates of axon diameter.
NeuroImage, 2015

Real diffusion-weighted MRI enabling true signal averaging and increased diffusion contrast.
NeuroImage, 2015

In vivo mapping of human spinal cord microstructure at 300 mT/m.
NeuroImage, 2015

2014
The current state-of-the-art of spinal cord imaging: Applications.
NeuroImage, 2014

The current state-of-the-art of spinal cord imaging: Methods.
NeuroImage, 2014

Robust, accurate and fast automatic segmentation of the spinal cord.
NeuroImage, 2014

Framework for integrated MRI average of the spinal cord white and gray matter: The MNI-Poly-AMU template.
NeuroImage, 2014

What can we learn from T<sub>2</sub>* maps of the cortex?
NeuroImage, 2014

Automatic Labeling of Vertebral Levels Using a Robust Template-Based Approach.
Int. J. Biomed. Imaging, 2014

Automatic 3D segmentation of spinal cord MRI using propagated deformable models.
Proceedings of the Medical Imaging 2014: Image Processing, 2014

2013
Pushing the limits of in vivo diffusion MRI for the Human Connectome Project.
NeuroImage, 2013

The Human Connectome Project and beyond: Initial applications of 300 mT/m gradients.
NeuroImage, 2013

2012
Reduction of physiological noise with independent component analysis improves the detection of nociceptive responses with fMRI of the human spinal cord.
NeuroImage, 2012

Improving diffusion MRI using simultaneous multi-slice echo planar imaging.
NeuroImage, 2012

T<sub>2</sub>* mapping and B<sub>0</sub> orientation-dependence at 7 T reveal cyto- and myeloarchitecture organization of the human cortex.
NeuroImage, 2012

Accelerated Diffusion Spectrum Imaging with Compressed Sensing Using Adaptive Dictionaries.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2012, 2012

2011
Demyelination and degeneration in the injured human spinal cord detected with diffusion and magnetization transfer MRI.
NeuroImage, 2011

Wallerian degeneration after spinal cord lesions in cats detected with diffusion tensor imaging.
NeuroImage, 2011

In vivo evidence of disseminated subpial T2* signal changes in multiple sclerosis at 7 T: A surface-based analysis.
NeuroImage, 2011

2010
BOLD signal responses to controlled hypercapnia in human spinal cord.
NeuroImage, 2010

Straightening the spinal cord using fibre tractography.
Proceedings of the 2010 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2010

2009
Investigations on spinal cord fMRI of cats under ketamine.
NeuroImage, 2009

2008
Detection of multiple pathways in the spinal cord using q-ball imaging.
NeuroImage, 2008

In vivo DTI of the healthy and injured cat spinal cord at high spatial and angular resolution.
NeuroImage, 2008

Detection of multiple pathways in the spinal cord white matter using q-ball imaging.
Proceedings of the 2008 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2008

2007
Activation detection in diffuse optical imaging by means of the general linear model.
Medical Image Anal., 2007

2006
Knowledge modeling in image-guided neurosurgery: application in understanding intraoperative brain shift.
Proceedings of the Medical Imaging 2006: Visualization, 2006


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