Julien Cohen-Adad, PhD

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Nikola StikovAssociate Professor of Biomedical Engineering; Ecole Polytechnique/University of MontrealVerified email at polymtl.ca
Benjamin De LeenerAssistant Professor of Biomedical Engineering, Polytechnique MontrealVerified email at polymtl.ca
Lawrence WaldMGH Radiology, Harvard Medical SchoolVerified email at nmr.mgh.harvard.edu
Caterina Mainero, MD, PhDA. A. Martinos Center for Biomedical Imaging, Massachusetts General Hospital, Harvard Medical SchoolVerified email at nmr.mgh.harvard.edu
Tanguy DUVALToulouse Neuroimaging Center - INSERM - FranceVerified email at polymtl.ca
Allan R. MartinUniversity of TorontoVerified email at utoronto.ca
Boris KeilInstitute for Medical Physics and Radiation Protection, TH Mittelhessen - Univ. of Applied SciencesVerified email at lse.thm.de
Gabriel MangeatPolytechnique MontrealVerified email at polymtl.ca
Thomas WitzelQ Bio incVerified email at pm.me
Gandini Wheeler-KingshottProfessor in MR PhysicsVerified email at ucl.ac.uk
Tobias Granberg, MD, PhDKarolinska Institutet / Karolinska University HospitalVerified email at ki.se
Virginie CallotDirectrice de Recherche, CNRS, Aix-Marseille Université, Centre de Résonance Magnétique BiologiqueVerified email at univ-amu.fr
Céline LouapreICM, Pitie-Salpetriere Hospital, Paris, FranceVerified email at aphp.fr
Russell OuellettePh.DVerified email at ki.se
Sindhuja T Govindarajan, PhDUniversity of Pennsylvania, PAVerified email at pennmedicine.upenn.edu
Vladimir S. FONOVMcGill University, Montreal Neurological Institute, Brain Imaging CenterVerified email at ilmarin.info
Christian S. PeroneÉcole Polytechnique Montréal / Université de MontréalVerified email at polymtl.ca
kawin setsompopAssociate Professor, Stanford UniversityVerified email at stanford.edu
Jennifer A. McNabAssociate Professor of Radiology, Stanford UniversityVerified email at stanford.edu
Jacob A. SloaneAssistant Professor of Neurology, Harvard Medical SchoolVerified email at bidmc.harvard.edu

Julien Cohen-Adad, PhD

Associate Professor of Biomedical Engineering, Polytechnique Montreal

Verified email at polymtl.ca - Homepage

MRI Deep learning Open-source software RF coil Neuroscience


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Deep semantic segmentation of natural and medical images: a review S Asgari Taghanaki, K Abhishek, JP Cohen, J Cohen-Adad, G Hamarneh Artificial Intelligence Review 54, 137-178, 2021	782	2021
SCT: Spinal Cord Toolbox, an open-source software for processing spinal cord MRI data B De Leener, S Lévy, SM Dupont, VS Fonov, N Stikov, DL Collins, ... Neuroimage 145, 24-43, 2017	638	2017
Pushing the limits of in vivo diffusion MRI for the Human Connectome Project K Setsompop, R Kimmlingen, E Eberlein, T Witzel, J Cohen-Adad, ... Neuroimage 80, 220-233, 2013	605	2013
Improving diffusion MRI using simultaneous multi-slice echo planar imaging K Setsompop, J Cohen-Adad, BA Gagoski, T Raij, A Yendiki, B Keil, ... Neuroimage 63 (1), 569-580, 2012	417	2012
The Human Connectome Project and beyond: initial applications of 300 mT/m gradients JA McNab, BL Edlow, T Witzel, SY Huang, H Bhat, K Heberlein, ... Neuroimage 80, 234-245, 2013	412	2013
The current state-of-the-art of spinal cord imaging: methods PW Stroman, C Wheeler-Kingshott, M Bacon, JM Schwab, R Bosma, ... Neuroimage 84, 1070-1081, 2014	394	2014
In vivo histology of the myelin g-ratio with magnetic resonance imaging N Stikov, JSW Campbell, T Stroh, M Lavelée, S Frey, J Novek, S Nuara, ... Neuroimage 118, 397-405, 2015	381	2015
RF coils for MRI JT Vaughan, JR Griffiths John Wiley & Sons, 2012	295	2012
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, S Blancho, ... Neuroimage 55 (3), 1024-1033, 2011	269	2011
The current state-of-the-art of spinal cord imaging: applications CA Wheeler-Kingshott, PW Stroman, JM Schwab, M Bacon, R Bosma, ... Neuroimage 84, 1082-1093, 2014	253	2014
Automatic segmentation of the spinal cord and intramedullary multiple sclerosis lesions with convolutional neural networks C Gros, B De Leener, A Badji, J Maranzano, D Eden, SM Dupont, ... Neuroimage 184, 901-915, 2019	252	2019
Unsupervised domain adaptation for medical imaging segmentation with self-ensembling CS Perone, P Ballester, RC Barros, J Cohen-Adad NeuroImage 194, 1-11, 2019	243	2019
Translating state-of-the-art spinal cord MRI techniques to clinical use: A systematic review of clinical studies utilizing DTI, MT, MWF, MRS, and fMRI AR Martin, I Aleksanderek, J Cohen-Adad, Z Tarmohamed, L Tetreault, ... NeuroImage: Clinical 10, 192-238, 2016	243	2016
PAM50: Unbiased multimodal template of the brainstem and spinal cord aligned with the ICBM152 space B De Leener, VS Fonov, DL Collins, V Callot, N Stikov, J Cohen-Adad Neuroimage 165, 170-179, 2018	220	2018
Hiformer: Hierarchical multi-scale representations using transformers for medical image segmentation M Heidari, A Kazerouni, M Soltany, R Azad, EK Aghdam, J Cohen-Adad, ... Proceedings of the IEEE/CVF winter conference on applications of computer …, 2023	214	2023
Robust, accurate and fast automatic segmentation of the spinal cord B De Leener, S Kadoury, J Cohen-Adad Neuroimage 98, 528-536, 2014	207	2014
Traumatic and nontraumatic spinal cord injury: pathological insights from neuroimaging G David, S Mohammadi, AR Martin, J Cohen-Adad, N Weiskopf, ... Nature Reviews Neurology 15 (12), 718-731, 2019	198	2019
T2* mapping and B0 orientation-dependence at 7 T reveal cyto-and myeloarchitecture organization of the human cortex J Cohen-Adad, JR Polimeni, KG Helmer, T Benner, JA McNab, LL Wald, ... Neuroimage 60 (2), 1006-1014, 2012	182	2012
In vivo characterization of cortical and white matter neuroaxonal pathology in early multiple sclerosis T Granberg, Q Fan, CA Treaba, R Ouellette, E Herranz, G Mangeat, ... Brain 140 (11), 2912-2926, 2017	179	2017
A gradient in cortical pathology in multiple sclerosis by in vivo quantitative 7 T imaging C Mainero, C Louapre, ST Govindarajan, C Giannì, AS Nielsen, ... Brain 138 (4), 932-945, 2015	165	2015

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