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A fully convolutional neural network for new T2-w lesion detection in multiple sclerosis

Introduction: Longitudinal magnetic resonance imaging (MRI) has an important role in multiple sclerosis (MS) diagnosis and follow-up. Specifically, the presence of new T2-w lesions on brain MR scans is considered a predictive biomarker for the disease. In this study, we propose a fully convolutional...

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Detalles Bibliográficos
Autores principales: Salem, Mostafa, Valverde, Sergi, Cabezas, Mariano, Pareto, Deborah, Oliver, Arnau, Salvi, Joaquim, Rovira, Àlex, Lladó, Xavier
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7036701/
https://www.ncbi.nlm.nih.gov/pubmed/31918065
http://dx.doi.org/10.1016/j.nicl.2019.102149