User profiles for S.M. Dupont
 | Sophie Marie DupontCEFE Verified email at cefe.cnrs.fr Cited by 71 |
SCT: Spinal Cord Toolbox, an open-source software for processing spinal cord MRI data
For the past 25 years, the field of neuroimaging has witnessed the development of several
software packages for processing multi-parametric magnetic resonance imaging (mpMRI) to …
software packages for processing multi-parametric magnetic resonance imaging (mpMRI) to …
Automatic segmentation of the spinal cord and intramedullary multiple sclerosis lesions with convolutional neural networks
The spinal cord is frequently affected by atrophy and/or lesions in multiple sclerosis (MS)
patients. Segmentation of the spinal cord and lesions from MRI data provides measures of …
patients. Segmentation of the spinal cord and lesions from MRI data provides measures of …
[HTML][HTML] Spinal cord grey matter segmentation challenge
An important image processing step in spinal cord magnetic resonance imaging is the ability
to reliably and accurately segment grey and white matter for tissue specific analysis. There …
to reliably and accurately segment grey and white matter for tissue specific analysis. There …
Spatial distribution of multiple sclerosis lesions in the cervical spinal cord
Spinal cord lesions detected on MRI hold important diagnostic and prognostic value for
multiple sclerosis. Previous attempts to correlate lesion burden with clinical status have had …
multiple sclerosis. Previous attempts to correlate lesion burden with clinical status have had …
Convolutional neural network–based automated segmentation of the spinal cord and contusion injury: Deep learning biomarker correlates of motor impairment in …
BACKGROUND AND PURPOSE: Our aim was to use 2D convolutional neural networks for
automatic segmentation of the spinal cord and traumatic contusion injury from axial T2-…
automatic segmentation of the spinal cord and traumatic contusion injury from axial T2-…
Spinal cord gray matter atrophy in amyotrophic lateral sclerosis
…, MM El Mendili, C Gros, SM Dupont… - American Journal …, 2018 - Am Soc Neuroradiology
BACKGROUND AND PURPOSE: There is an emerging need for biomarkers to better categorize
clinical phenotypes and predict progression in amyotrophic lateral sclerosis. This study …
clinical phenotypes and predict progression in amyotrophic lateral sclerosis. This study …
Fully-integrated framework for the segmentation and registration of the spinal cord white and gray matter
The spinal cord white and gray matter can be affected by various pathologies such as multiple
sclerosis, amyotrophic lateral sclerosis or trauma. Being able to precisely segment the …
sclerosis, amyotrophic lateral sclerosis or trauma. Being able to precisely segment the …
Yap1 safeguards mouse embryonic stem cells from excessive apoptosis during differentiation
10.7554/eLife.40167.001 Approximately, 30% of embryonic stem cells (ESCs) die after exiting
self-renewal, but regulators of this process are not well known. Yap1 is a Hippo pathway …
self-renewal, but regulators of this process are not well known. Yap1 is a Hippo pathway …
Automatic spinal cord localization, robust to MRI contrasts using global curve optimization
During the last two decades, MRI has been increasingly used for providing valuable quantitative
information about spinal cord morphometry, such as quantification of the spinal cord …
information about spinal cord morphometry, such as quantification of the spinal cord …
7 T imaging reveals a gradient in spinal cord lesion distribution in multiple sclerosis
…, B De Leener, S Tauhid, F Yousuf, SM Dupont… - Brain, 2020 - academic.oup.com
We used 7 T MRI to: (i) characterize the grey and white matter pathology in the cervical spinal
cord of patients with early relapsing-remitting and secondary progressive multiple sclerosis…
cord of patients with early relapsing-remitting and secondary progressive multiple sclerosis…
