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ArticlesPeer ReviewedFull Text
Vulnerable, but Still Poorly Known, Marine Ecosystems: How to Make Distribution Models More Relevant and Impactful for Conservation and Management of VMEs?
Author / Creator:Gros, Charley ; Jansen, Jan ; Dunstan, Piers K. ; Welsford, Dirk C. ; Hill, Nicole A.
Publisher:Frontiers Media S.A
Journal title:Frontiers in Marine Science, 2022-06, Vol.9
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ArticlesFull Text
Impact of individual rater style on deep learning uncertainty in medical imaging segmentation
Author / Creator:Olivier, Vincent ; Gros, Charley ; Cohen-Adad, Julien
Publisher:Ithaca: Cornell University Library, arXiv.org
Journal title:arXiv.org, 2021-05
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ArticlesFull Text
Label fusion and training methods for reliable representation of inter-rater uncertainty
Author / Creator:Lemay, Andreanne ; Gros, Charley ; Enamundram Naga Karthik ; Cohen-Adad, Julien
Publisher:Ithaca: Cornell University Library, arXiv.org
Journal title:arXiv.org, 2023-01
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ArticlesFull Text
SoftSeg: Advantages of soft versus binary training for image segmentation
Author / Creator:Gros, Charley ; Lemay, Andreanne ; Cohen-Adad, Julien
Publisher:Ithaca: Cornell University Library, arXiv.org
Journal title:arXiv.org, 2020-11
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ArticlesFull Text
Automatic segmentation of spinal multiple sclerosis lesions: How to generalize across MRI contrasts?
Author / Creator:Olivier, Vincent ; Gros, Charley ; Cohen, Joseph Paul ; Cohen-Adad, Julien
Publisher:Ithaca: Cornell University Library, arXiv.org
Journal title:arXiv.org, 2020-06
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ArticlesFull Text
2D Multi-Class Model for Gray and White Matter Segmentation of the Cervical Spinal Cord at 7T
Author / Creator:Nilser J Laines Medina ; Gros, Charley ; Cohen-Adad, Julien ; Callot, Virginie ; Arnaud Le Troter
Publisher:Ithaca: Cornell University Library, arXiv.org
Journal title:arXiv.org, 2021-10
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ArticlesFull Text
Team NeuroPoly: Description of the Pipelines for the MICCAI 2021 MS New Lesions Segmentation Challenge
Author / Creator:Macar, Uzay ; Enamundram Naga Karthik ; Gros, Charley ; Lemay, Andréanne ; Cohen-Adad, Julien
Publisher:Ithaca: Cornell University Library, arXiv.org
Journal title:arXiv.org, 2021-09
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ArticlesFull Text
Benefits of Linear Conditioning with Metadata for Image Segmentation
Author / Creator:Lemay, Andreanne ; Gros, Charley ; Olivier, Vincent ; Liu, Yaou ; Cohen, Joseph Paul ; Cohen-Adad, Julien
Publisher:Ithaca: Cornell University Library, arXiv.org
Journal title:arXiv.org, 2021-04
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ArticlesFull Text
Multiclass Spinal Cord Tumor Segmentation on MRI with Deep Learning
Author / Creator:Lemay, Andreanne ; Gros, Charley ; Zhuo, Zhizheng ; Zhang, Jie ; Duan, Yunyun ; Cohen-Adad, Julien ; Liu, Yaou
Publisher:Ithaca: Cornell University Library, arXiv.org
Journal title:arXiv.org, 2021-03
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ArticlesFull Text
ivadomed: A Medical Imaging Deep Learning Toolbox
Author / Creator:Gros, Charley ; Lemay, Andreanne ; Olivier, Vincent ; Lucas Rouhier ; Bucquet, Anthime ; Cohen, Joseph Paul ; Cohen-Adad, Julien
Publisher:Ithaca: Cornell University Library, arXiv.org
Journal title:arXiv.org, 2020-10
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ArticlesFull Text
The Antarctic Seafloor Annotated Imagery Database
Author / Creator:Jansen, Jan ; Shelamoff, Victor ; Gros, Charley ; Windsor, Thomas ; Hill, Nicole A ; Barnes, David K ; Bowden, David A ; Gutt, Julian ; Bax, Narissa ; Downey, Rachel ; Eleaume, Marc ; Post, Alexandra L ; Griffiths, Huw J ; Linse, Katrin ; Piepenburg, Dieter ; Purser, Autun ; Smith, Craig R ; Ziegler, Amanda F ; Johnson, Craig R
Publisher:Cold Spring Harbor: Cold Spring Harbor Laboratory Press
Journal title:bioRxiv, 2023-02
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ArticlesFull Text
Automatic segmentation of the spinal cord and intramedullary multiple sclerosis lesions with convolutional neural networks
Author / Creator:Gros, Charley ; De Leener, Benjamin ; Badji, Atef ; Maranzano, Josefina ; Eden, Dominique ; Dupont, Sara M ; Talbott, Jason ; Ren Zhuoquiong ; Liu, Yaou ; Granberg, Tobias ; Ouellette, Russell ; Tachibana, Yasuhiko ; Hori, Masaaki ; Kamiya, Kouhei ; Chougar, Lydia ; Stawiarz, Leszek ; Hillert, Jan ; Bannier, Elise ; Kerbrat, Anne ; Edan, Gilles ; Labauge, Pierre ; Callot, Virginie ; Pelletier, Jean ; Audoin, Bertrand ; Rasoanandrianina, Henitsoa ; Brisset, Jean-Christophe ; Valsasina, Paola ; Rocca, Maria A ; Filippi, Massimo ; Bakshi, Rohit ; Tauhid, Shahamat ; Prados, Ferran ; Yiannakas, Marios ; Kearney, Hugh ; Ciccarelli, Olga ; Smith, Seth ; Constantina Andrada Treaba ; Mainero, Caterina ; Lefeuvre, Jennifer ; Reich, Daniel S ; Nair, Govind ; Auclair, Vincent ; McLaren, Donald G ; Martin, Allan R ; Fehlings, Michael G ; Vahdat, Shahabeddin ; Khatibi, Ali ; Doyon, Julien ; Shepherd, Timothy ; Charlson, Erik ; Sridar Narayanan ; Cohen-Adad, Julien
Publisher:Ithaca: Cornell University Library, arXiv.org
Journal title:arXiv.org, 2018-09
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Vulnerable, but Still Poorly Known, Marine Ecosystems: How to Make Distribution Models More Relevant and Impactful for Conservation and Management of VMEs?

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Impact of individual rater style on deep learning uncertainty in medical imaging segmentation

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Label fusion and training methods for reliable representation of inter-rater uncertainty

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SoftSeg: Advantages of soft versus binary training for image segmentation

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

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

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

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Benefits of Linear Conditioning with Metadata for Image Segmentation

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Multiclass Spinal Cord Tumor Segmentation on MRI with Deep Learning

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ivadomed: A Medical Imaging Deep Learning Toolbox

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The Antarctic Seafloor Annotated Imagery Database

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

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