Automatic multiple sclerosis lesion segmentation in the spinal cord using 3 T and 7 T MP2RAGE images.

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Title: Automatic multiple sclerosis lesion segmentation in the spinal cord using 3 T and 7 T MP2RAGE images.
Authors: Laines-Medina N; Aix Marseille Univ, CNRS, CRMBM, Marseille, France; APHM, CHU Timone, Pôle d'Imagerie Médicale, CEMEREM, Marseille, France; NeuroPoly Lab, Institute of Biomedical Engineering, Polytechnique Montreal, Montreal, QC, Canada; Mila - Quebec AI Institute, Montreal, QC, Canada. Electronic address: nilser.laines@gmail.com., Mchinda S; Aix Marseille Univ, CNRS, CRMBM, Marseille, France; APHM, CHU Timone, Pôle d'Imagerie Médicale, CEMEREM, Marseille, France., Testud B; Aix Marseille Univ, CNRS, CRMBM, Marseille, France; APHM, CHU Timone, Pôle d'Imagerie Médicale, CEMEREM, Marseille, France; APHM, Hôpital Universitaire Timone, Department of Neuroradiology, Marseille, France., Demortière S; APHM, Hôpital Universitaire Timone, Department of Neurology, Marseille, France., Pravatà E; Department of Neuroradiology, Neurocenter of Southern Switzerland, Lugano, Switzerland; Department of Neuroscience, Imaging and Clinical Sciences, Università G. d'Annunzio, Chieti, Italy., Nair G; Quantitative MRI Core Facility, National Institute of Neurological Disorders and Stroke, National Institutes of Health (NIH), Bethesda, USA., Reich DS; Translational Neuroradiology Section, National Institute of Neurological Disorders and Stroke, National Institutes of Health (NIH), Bethesda, MD, USA., Granziera C; Neurologic Clinic and Policlinic, Departments of Medicine, Clinical Research and Biomedical Engineering, University Hospital Basel and University of Basel, Basel, Switzerland; Translational Imaging in Neurology (ThINk) Basel, Department of Biomedical Engineering, University Hospital Basel and University of Basel, Basel, Switzerland., Tsagkas C; Translational Neuroradiology Section, National Institute of Neurological Disorders and Stroke, National Institutes of Health (NIH), Bethesda, MD, USA; Neurologic Clinic and Policlinic, Departments of Medicine, Clinical Research and Biomedical Engineering, University Hospital Basel and University of Basel, Basel, Switzerland; Translational Imaging in Neurology (ThINk) Basel, Department of Biomedical Engineering, University Hospital Basel and University of Basel, Basel, Switzerland., Callot V; Aix Marseille Univ, CNRS, CRMBM, Marseille, France; APHM, CHU Timone, Pôle d'Imagerie Médicale, CEMEREM, Marseille, France., Cohen-Adad J; NeuroPoly Lab, Institute of Biomedical Engineering, Polytechnique Montreal, Montreal, QC, Canada; Mila - Quebec AI Institute, Montreal, QC, Canada; Functional Neuroimaging Unit, CRIUGM, Université de Montréal, Montreal, QC, Canada; Centre de Recherche du CHU Sainte-Justine, Université de Montréal, Montreal, QC, Canada. Electronic address: julien.cohen-adad@polymtl.ca.
Source: Multiple sclerosis and related disorders [Mult Scler Relat Disord] 2026 Jul; Vol. 111, pp. 107250. Date of Electronic Publication: 2026 May 13.
Publication Type: Journal Article; Multicenter Study
Journal Info: Publisher: Elsevier B. V Country of Publication: Netherlands NLM ID: 101580247 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 2211-0356 (Electronic) Linking ISSN: 22110348 NLM ISO Abbreviation: Mult Scler Relat Disord Subsets: MEDLINE
Database: MEDLINE Ultimate
Description
ISSN:2211-0356
DOI:10.1016/j.msard.2026.107250