Follow
Charley Gros
Charley Gros
Unknown affiliation
Verified email at utas.edu.au
Title
Cited by
Cited by
Year
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
2282019
Spatial distribution of multiple sclerosis lesions in the cervical spinal cord
D Eden, C Gros, A Badji, SM Dupont, B De Leener, J Maranzano, ...
Brain 142 (3), 633-646, 2019
1012019
Generic acquisition protocol for quantitative MRI of the spinal cord
J Cohen-Adad, E Alonso-Ortiz, M Abramovic, C Arneitz, N Atcheson, ...
Nature protocols 16 (10), 4611-4632, 2021
762021
Convolutional neural network–based automated segmentation of the spinal cord and contusion injury: Deep learning biomarker correlates of motor impairment in acute spinal cord …
DB McCoy, SM Dupont, C Gros, J Cohen-Adad, RJ Huie, A Ferguson, ...
American Journal of Neuroradiology 40 (4), 737-744, 2019
672019
SoftSeg: Advantages of soft versus binary training for image segmentation
C Gros, A Lemay, J Cohen-Adad
Medical image analysis 71, 102038, 2021
622021
Spinal cord gray matter atrophy in amyotrophic lateral sclerosis
MÊ Paquin, MM El Mendili, C Gros, SM Dupont, J Cohen-Adad, PF Pradat
American Journal of Neuroradiology 39 (1), 184-192, 2018
522018
Open-access quantitative MRI data of the spinal cord and reproducibility across participants, sites and manufacturers
J Cohen-Adad, E Alonso-Ortiz, M Abramovic, C Arneitz, N Atcheson, ...
Scientific Data 8 (1), 219, 2021
502021
Multiple sclerosis lesions in motor tracts from brain to cervical cord: spatial distribution and correlation with disability
A Kerbrat, C Gros, A Badji, E Bannier, F Galassi, B Combès, R Chouteau, ...
Brain 143 (7), 2089-2105, 2020
482020
Automatic spinal cord localization, robust to MRI contrasts using global curve optimization
C Gros, B De Leener, SM Dupont, AR Martin, MG Fehlings, R Bakshi, ...
Medical image analysis 44, 215-227, 2018
432018
Automatic multiclass intramedullary spinal cord tumor segmentation on MRI with deep learning
A Lemay, C Gros, Z Zhuo, J Zhang, Y Duan, J Cohen-Adad, Y Liu
NeuroImage: Clinical 31, 102766, 2021
352021
Open-source pipeline for multi-class segmentation of the spinal cord with deep learning
F Paugam, J Lefeuvre, CS Perone, C Gros, DS Reich, P Sati, ...
Magnetic resonance imaging 64, 21-27, 2019
222019
ivadomed: A Medical Imaging Deep Learning Toolbox
C Gros, A Lemay, O Vincent, L Rouhier, MH Bourget, A Bucquet, ...
arXiv preprint arXiv:2010.09984, 2021
172021
Label fusion and training methods for reliable representation of inter-rater uncertainty
A Lemay, C Gros, EN Karthik, J Cohen-Adad
arXiv preprint arXiv:2202.07550, 2022
132022
A cross-sectional study on the impact of arterial stiffness on the corpus callosum, a key white matter tract implicated in Alzheimer’s disease
A Badji, AN de la Colina, T Boshkovski, D Sabra, A Karakuzu, ...
Journal of Alzheimer's Disease 77 (2), 591-605, 2020
122020
Impact of individual rater style on deep learning uncertainty in medical imaging segmentation
O Vincent, C Gros, J Cohen-Adad
arXiv preprint arXiv:2105.02197, 2021
102021
OptiC: Robust and automatic spinal cord localization on a large variety of MRI data using a distance transform based global optimization
C Gros, B De Leener, SM Dupont, AR Martin, MG Fehlings, R Bakshi, ...
International Conference on Medical Image Computing and Computer-Assisted …, 2017
72017
Vulnerable, but still poorly known, marine ecosystems: how to make distribution models more relevant and impactful for conservation and management of vmes?
C Gros, J Jansen, PK Dunstan, DC Welsford, NA Hill
Frontiers in Marine Science 9, 870145, 2022
62022
Identifying vulnerable marine ecosystems: an image-based vulnerability index for the Southern Ocean seafloor
C Gros, J Jansen, C Untiedt, TRR Pearman, R Downey, DKA Barnes, ...
ICES Journal of Marine Science 80 (4), 972-986, 2023
52023
Benefits of linear conditioning for segmentation using metadata
A Lemay, C Gros, O Vincent, Y Liu, JP Cohen, J Cohen-Adad
Medical Imaging with Deep Learning, 416-430, 2021
52021
Benefits of linear conditioning with metadata for image segmentation
A Lemay, C Gros, O Vincent, Y Liu, JP Cohen, J Cohen-Adad
arXiv preprint arXiv:2102.09582, 2021
32021
The system can't perform the operation now. Try again later.
Articles 1–20