World's Best Scientists 2026 revealed!
Julien Cohen-Adad

Julien Cohen-Adad

D-Index & Metrics

Neuroscience

D-Index
70
Citations
15144
World Ranking
2545
National Ranking
141

Overview

Julien Cohen-Adad is affiliated with Polytechnique Montréal in Canada and has produced a significant body of research primarily in the field of Medicine, with a strong emphasis on Radiology, Nuclear Medicine and Imaging, Biomedical Engineering, Pathology and Forensic Medicine, Surgery, and Neurology.

Their research covers a range of topics including Advanced Neuroimaging Techniques and Applications, Advanced MRI Techniques and Applications, Medical Imaging and Analysis, Bone and Joint Diseases, Spine and Intervertebral Disc Pathology, Spinal Fractures and Fixation Techniques, and MRI in cancer diagnosis.

Notable recent publications reflect the diversity and scope of their research interests:

  • Deep semantic segmentation of natural and medical images: a review, 2020, published in PolyPublie (École Polytechnique de Montréal)
  • HiFormer: Hierarchical Multi-scale Representations Using Transformers for Medical Image Segmentation, 2023, published in the 2023 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)
  • An interactive meta-analysis of MRI biomarkers of myelin, 2020, published in eLife
  • Generic acquisition protocol for quantitative MRI of the spinal cord, 2021, published in Nature Protocols
  • Deep semantic segmentation of natural and medical images: a review, 2020, published in Artificial Intelligence Review

Frequent collaborators in their research include Jan Valošek, Eva Alonso-Ortiz, Patrick Freund, Daniel S. Papp, and Virginie Callot. These co-authors have contributed notably across multiple projects and publications.

The scientist has frequently published in venues such as:

  • Proceedings on CD-ROM - International Society for Magnetic Resonance in Medicine. Scientific Meeting and Exhibition/Proceedings of the International Society for Magnetic Resonance in Medicine, Scientific Meeting and Exhibition
  • arXiv (Cornell University)
  • bioRxiv (Cold Spring Harbor Laboratory)
  • Magnetic Resonance in Medicine
  • PolyPublie (École Polytechnique de Montréal)

Best Publications

  • Deep semantic segmentation of natural and medical images: a review

    Saeid Asgari Taghanaki;Kumar Abhishek;Joseph Paul Cohen;Julien Cohen-Adad

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

    Benjamin De Leener;Simon Lévy;Sara M. Dupont;Vladimir S. Fonov

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

    K. Setsompop;R. Kimmlingen;E. Eberlein;T. Witzel

  • Improving diffusion MRI using simultaneous multi-slice echo planar imaging.

    Kawin Setsompop;Julien Cohen-Adad;Borjan A. Gagoski;Tommi Raij

  • The Human Connectome Project and Beyond: Initial Applications of 300 mT/m Gradients

    Jennifer A. McNab;Brian L. Edlow;Thomas Witzel;Susie Yi Huang

  • The current state-of-the-art of spinal cord imaging: Methods

    Patrick W. Stroman;Claudia A. M. Wheeler-Kingshott;M. Bacon;J. M. Schwab

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

    Nikola Stikov;Nikola Stikov;Jennifer S.W. Campbell;Thomas Stroh;Mariette Lavelée

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

    Charley Gros;Benjamin De Leener;Atef Badji;Josefina Maranzano

  • Quantifying the microvascular origin of BOLD-fMRI from first principles with two-photon microscopy and an oxygen-sensitive nanoprobe.

    Louis Gagnon;Louis Gagnon;Sava Sakadžić;Frédéric Lesage;Joseph J. Musacchia

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

    J. Cohen-Adad;M-M. El Mendili;S. Lehéricy;P-F. Pradat

  • 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.

    Allan R. Martin;Izabela Aleksanderek;Julien Cohen-Adad;Zenovia Tarmohamed

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

    Benjamin De Leener;Vladimir S. Fonov;D. Louis Collins;Virginie Callot

  • The current state-of-the-art of spinal cord imaging: Applications

    Claudia A. M. Wheeler-Kingshott;Patrick W. Stroman;J. M. Schwab;M. Bacon

  • Traumatic and nontraumatic spinal cord injury: pathological insights from neuroimaging

    Gergely David;Gergely David;Siawoosh Mohammadi;Siawoosh Mohammadi;Allan R. Martin;Julien Cohen-Adad

  • Unsupervised domain adaptation for medical imaging segmentation with self-ensembling

    Christian S. Perone;Pedro L. Ballester;Rodrigo C. Barros;Julien Cohen-Adad

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

    Benjamin De Leener;Samuel Kadoury;Julien Cohen-Adad;Julien Cohen-Adad

  • A gradient in cortical pathology in multiple sclerosis by in vivo quantitative 7 T imaging

    Caterina Mainero;Céline Louapre;Sindhuja T. Govindarajan;Costanza Giannì

  • In vivo characterization of cortical and white matter neuroaxonal pathology in early multiple sclerosis.

    Tobias Granberg;Qiuyun Fan;Constantina Andrada Treaba;Russell Ouellette;Russell Ouellette

  • T2* mapping and B0 orientation-dependence at 7 T reveal cyto- and myeloarchitecture organization of the human cortex

    Julien Cohen-Adad;Jonathan R. Polimeni;Karl G. Helmer;Thomas Benner

  • An interactive meta-analysis of MRI biomarkers of myelin.

    Matteo Mancini;Agah Karakuzu;Julien Cohen-Adad;Julien Cohen-Adad;Mara Cercignani

  • Identification of discrete functional subregions of the human periaqueductal gray

    Ajay B. Satpute;Tor D. Wager;Julien Cohen-Adad;Marta Bianciardi

Frequent Co-Authors

Habib Benali
Habib Benali Concordia University
Serge Rossignol
Serge Rossignol University of Montreal
Claudia A. M. Wheeler-Kingshott
Claudia A. M. Wheeler-Kingshott University College London
Richard D. Hoge
Richard D. Hoge University of Montreal
Julien Doyon
Julien Doyon Montreal Neurological Institute and Hospital
Louis Bherer
Louis Bherer University of Montreal
Stéphane Lehéricy
Stéphane Lehéricy Sorbonne University
G. Bruce Pike
G. Bruce Pike University of Calgary
Sridar Narayanan
Sridar Narayanan Montreal Neurological Institute and Hospital
Pierre Rainville
Pierre Rainville University of Montreal

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