Detection of lesions in the optic nerve with magnetic resonance imaging using a 3D convolutional neural network

Background: Optic neuritis (ON) is one of the first manifestations of multiple sclerosis, a disabling disease with rising prevalence. Detecting optic nerve lesions could be a relevant diagnostic marker in patients with multiple sclerosis. Objectives: We aim to create an automated, interpretable meth...

Ausführliche Beschreibung

Bibliografische Detailangaben

Hauptverfasser:	Gerard Martí-Juan, Marcos Frías, Aran Garcia-Vidal, Angela Vidal-Jordana, Manel Alberich, Willem Calderon, Gemma Piella, Oscar Camara, Xavier Montalban, Jaume Sastre-Garriga, Àlex Rovira, Deborah Pareto
Format:	Artigo
Sprache:	Inglês
Veröffentlicht:	Elsevier 2022-01-01
Schriftenreihe:	NeuroImage: Clinical
Schlagworte:	Optic nerve Multiple sclerosis Deep learning CNN MRI Optic neuritis
Online-Zugang:	http://www.sciencedirect.com/science/article/pii/S2213158222002522
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