Enhanced Spinal Cord Lesion Detection in MS Using White-Matter-Nulled 3D MPRAGE with Deep Learning Reconstruction

The 3D WMn sequence associated with deep learning-based denoising significantly improves SC lesion detection, outperforming all conventional sequences. Three-dimensional WMn represents, then, a promising alternative for SC imaging in MS.

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Publication Details

Journal
American Journal of Neuroradiology
Published
2025-12-11
DOI
https://doi.org/10.3174/ajnr.a8950
Primary Topic
Medical Imaging and Analysis
Type
article
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article

Enhanced Spinal Cord Lesion Detection in MS Using White-Matter-Nulled 3D MPRAGE with Deep Learning Reconstruction

Jean‐Christophe Ouallet, Takayuki Yamamoto, Hikaru Fukutomi, Aurélie Ruet et al.
American Journal of Neuroradiology
Medical Imaging and Analysis
article

Enhanced Spinal Cord Lesion Detection in MS Using White-Matter-Nulled 3D MPRAGE with Deep Learning Reconstruction

Jean‐Christophe Ouallet, Takayuki Yamamoto, Hikaru Fukutomi, Aurélie Ruet, Vincent Dousset, Pauline Buissonnière, Fanny Munsch, Thomas Tourdias, Bei Zhang, M. Lacoste, Amaury Ravache
article en

Abstract

The 3D WMn sequence associated with deep learning-based denoising significantly improves SC lesion detection, outperforming all conventional sequences. Three-dimensional WMn represents, then, a promising alternative for SC imaging in MS.

American Journal of NeuroradiologyVol. 47(1)
Université de Bordeaux (FR), Inserm (FR), Kyoto University (JP), Centre Hospitalier Universitaire de Bordeaux (FR), Hewlett-Packard (Netherlands) (NL), Kansai Electric Power Hospital (JP), Neurocentre Magendie (FR), Institut de Biochimie et Génétique Cellulaires (FR)
Openalex Percentile: Top 61%
Medical Imaging and Analysis
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Enhanced Spinal Cord Lesion Detection in MS Using White-Matter-Nulled 3D MPRAGE with Deep Learning Reconstruction — Jean‐Christophe Ouallet, Takayuki Yamamoto, et al. · American Journal of Neuroradiology (2025) | TGRS Research Map | TGRS