Julien Cohen-Adad
Orcid: 0000-0003-3662-9532
According to our database1,
Julien Cohen-Adad
authored at least 82 papers
between 2006 and 2024.
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Bibliography
2024
2023
Enhancing Medical Image Segmentation with TransCeption: A Multi-Scale Feature Fusion Approach.
CoRR, 2023
HiFormer: Hierarchical Multi-scale Representations Using Transformers for Medical Image Segmentation.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2023
2022
Brain-spinal cord interaction in long-term motor sequence learning in human: An fMRI study.
NeuroImage, 2022
Frontiers Neuroinformatics, 2022
Segmentation of Multiple Sclerosis Lesions across Hospitals: Learn Continually or Train from Scratch?
CoRR, 2022
CoRR, 2022
Label fusion and training methods for reliable representation of inter-rater uncertainty.
CoRR, 2022
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
Medical Image Anal., 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
Artif. Intell. Rev., 2021
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
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
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
Arterial stiffness and white matter integrity in the elderly: A diffusion tensor and magnetization transfer imaging study.
NeuroImage, 2019
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
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
Proceedings of the Deep Learning in Medical Image Analysis - and - Multimodal Learning for Clinical Decision Support, 2018
2017
SCT: Spinal Cord Toolbox, an open-source software for processing spinal cord MRI data.
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
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
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
NeuroImage, 2015
Real diffusion-weighted MRI enabling true signal averaging and increased diffusion contrast.
NeuroImage, 2015
2014
NeuroImage, 2014
Framework for integrated MRI average of the spinal cord white and gray matter: The MNI-Poly-AMU template.
NeuroImage, 2014
Int. J. Biomed. Imaging, 2014
Proceedings of the Medical Imaging 2014: Image Processing, 2014
2013
NeuroImage, 2013
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
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
NeuroImage, 2010
Proceedings of the 2010 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2010
2009
2008
NeuroImage, 2008
In vivo DTI of the healthy and injured cat spinal cord at high spatial and angular resolution.
NeuroImage, 2008
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