Charley Gros

16 papers Journal 14Unranked 2
YearRankTypeTitle / Venue / Authors
2022 J jnl
Label fusion and training methods for reliable representation of inter-rater uncertainty.
CoRR
Andréanne Lemay, Charley Gros, Julien Cohen-Adad
2021 J jnl
2D Multi-Class Model for Gray and White Matter Segmentation of the Cervical Spinal Cord at 7T.
CoRR
Nilser J. Laines Medina, Charley Gros, Julien Cohen-Adad, Virginie Callot, Arnaud Le Troter
2021 — conf
Benefits of Linear Conditioning for Segmentation using Metadata.
MIDL
Andréanne Lemay, Charley Gros, Olivier Vincent, Yaou Liu, Joseph Paul Cohen, Julien Cohen-Adad
2021 J jnl
Benefits of Linear Conditioning for Segmentation using Metadata.
CoRR
Andréanne Lemay, Charley Gros, Olivier Vincent, Yaou Liu, Joseph Paul Cohen, Julien Cohen-Adad
2021 J jnl
Impact of individual rater style on deep learning uncertainty in medical imaging segmentation.
CoRR
Olivier Vincent, Charley Gros, Julien Cohen-Adad
2021 J jnl
SoftSeg: Advantages of soft versus binary training for image segmentation.
Medical Image Anal.
Charley Gros, Andréanne Lemay, Julien Cohen-Adad
2021 J jnl
Team NeuroPoly: Description of the Pipelines for the MICCAI 2021 MS New Lesions Segmentation Challenge.
CoRR
Uzay Macar, Enamundram Naga Karthik, Charley Gros, Andréanne Lemay, Julien Cohen-Adad
2021 J jnl
ivadomed: A Medical Imaging Deep Learning Toolbox.
J. Open Source Softw.
Charley Gros, Andréanne Lemay, Olivier Vincent, Lucas Rouhier, Marie-Hélène Bourget, Anthime Bucquet, Joseph Paul Cohen, Julien Cohen-Adad
2020 J jnl
Automatic segmentation of spinal multiple sclerosis lesions: How to generalize across MRI contrasts?
CoRR
Olivier Vincent, Charley Gros, Joseph Paul Cohen, Julien Cohen-Adad
2020 J jnl
Multiclass Spinal Cord Tumor Segmentation on MRI with Deep Learning.
CoRR
Andréanne Lemay, Charley Gros, Zhizheng Zhuo, Jie Zhang, Yunyun Duan, Julien Cohen-Adad, Yaou Liu
2020 J jnl
SoftSeg: Advantages of soft versus binary training for image segmentation.
CoRR
Charley Gros, Andréanne Lemay, Julien Cohen-Adad
2020 J jnl
ivadomed: A Medical Imaging Deep Learning Toolbox.
CoRR
Charley Gros, Andréanne Lemay, Olivier Vincent, Lucas Rouhier, Anthime Bucquet, Joseph Paul Cohen, Julien Cohen-Adad
2019 J jnl
Automatic segmentation of the spinal cord and intramedullary multiple sclerosis lesions with convolutional neural networks.
NeuroImage
Charley Gros, Benjamin De Leener, Atef Badji, Josefina Maranzano, Dominique Eden, Sara M. Dupont, Jason Talbott, Ren Zhuoquiong, Yaou Liu, Tobias Granberg, Russell Ouellette, Yasuhiko Tachibana, Masaaki Hori, Kouhei Kamiya, Lydia Chougar, Leszek Stawiarz, Jan Hillert, Elise Bannier, Julien Cohen-Adad
2018 J jnl
Automatic segmentation of the spinal cord and intramedullary multiple sclerosis lesions with convolutional neural networks.
CoRR
Charley Gros, Benjamin De Leener, Atef Badji, Josefina Maranzano, Dominique Eden, Sara M. Dupont, Jason Talbott, Ren Zhuoquiong, Yaou Liu, Tobias Granberg, Russell Ouellette, Yasuhiko Tachibana, Masaaki Hori, Kouhei Kamiya, Lydia Chougar, Leszek Stawiarz, Jan Hillert, Elise Bannier, Anne Kerbrat, Gilles Edan, Pierre Labauge, Virginie Callot, Jean Pelletier, Bertrand Audoin, Henitsoa Rasoanandrianina, Jean-Christophe Brisset, Paola Valsasina, Maria Assunta Rocca, Massimo Filippi, Rohit Bakshi, Shahamat Tauhid, Ferran Prados, Marios C. Yiannakas, Hugh Kearney, Olga Ciccarelli, Seth A. Smith, Constantina Andrada Treaba, Caterina Mainero, Jennifer Lefeuvre, Daniel S. Reich, Govind Nair, Vincent Auclair, Donald G. McLaren, Allan R. Martin, Michael G. Fehlings, Shahabeddin Vahdat, Ali Khatibi, Julien Doyon, Timothy M. Shepherd, Erik Charlson, Sridar Narayanan, Julien Cohen-Adad
2018 J jnl
Automatic spinal cord localization, robust to MRI contrasts using global curve optimization.
Medical Image Anal.
Charley Gros, Benjamin De Leener, Sara M. Dupont, Allan R. Martin, Michael G. Fehlings, Rohit Bakshi, Subhash Tummala, Vincent Auclair, Donald G. McLaren, Virginie Callot, Julien Cohen-Adad, Michaël Sdika
2017 — conf
OptiC: Robust and Automatic Spinal Cord Localization on a Large Variety of MRI Data Using a Distance Transform Based Global Optimization.
MICCAI (2)
Charley Gros, Benjamin De Leener, Sara M. Dupont, Allan R. Martin, Michael G. Fehlings, Rohit Bakshi, Subhash Tummala, Vincent Auclair, Donald G. McLaren, Virginie Callot, Michaël Sdika, Julien Cohen-Adad