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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Principais autores:	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:	Artigo
Jezik:	Inglês
Izdano:	Elsevier 2020-01-01
Serija:	NeuroImage: Clinical
Teme:	Multiple sclerosis Paramagnetic rim lesions Susceptibility-based MRI Deep learning Supervised classification Multimodal network
Online dostop:	http://www.sciencedirect.com/science/article/pii/S2213158220302497
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