RimNet: A deep 3D multimodal MRI architecture for paramagnetic rim lesion assessment in multiple sclerosis

RimNet: A deep 3D multimodal MRI architecture for paramagnetic rim lesion assessment in multiple sclerosis

Objectives: In multiple sclerosis (MS), the presence of a paramagnetic rim at the edge of non-gadolinium-enhancing lesions indicates perilesional chronic inflammation. Patients featuring a higher paramagnetic rim lesion burden tend to have more aggressive disease. The objective of this study was to...

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Bibliographic Details
Main Authors: Germán Barquero, Francesco La Rosa, Hamza Kebiri, Po-Jui Lu, Reza Rahmanzadeh, Matthias Weigel, Mário João Fartaria, Tobias Kober, Marie Théaudin, Renaud Du Pasquier, Pascal Sati, Daniel S. Reich, Martina Absinta, Cristina Granziera, Pietro Maggi, Meritxell Bach Cuadra
Format: Article
Language:English
Published: Elsevier 2020-01-01
Series:NeuroImage: Clinical
Subjects:
Multiple sclerosis
Paramagnetic rim lesions
Susceptibility-based MRI
Deep learning
Supervised classification
Multimodal network
Online Access:http://www.sciencedirect.com/science/article/pii/S2213158220302497

Internet

http://www.sciencedirect.com/science/article/pii/S2213158220302497

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