Improving the detection of new lesions in multiple sclerosis with a cascaded 3D fully convolutional neural network approach

Longitudinal magnetic resonance imaging (MRI) has an important role in multiple sclerosis (MS) diagnosis and follow-up. Specifically, the presence of new lesions on brain MRI scans is considered a robust predictive biomarker for the disease progression. New lesions are a high-impact prognostic facto...

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Detalles Bibliográficos
Autores principales: Salem, Mostafa, Ryan, Marwa Ahmed, Oliver, Arnau, Hussain, Khaled Fathy, Lladó, Xavier
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Neuroscience
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9730806/
https://www.ncbi.nlm.nih.gov/pubmed/36507318
http://dx.doi.org/10.3389/fnins.2022.1007619

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9730806/
https://www.ncbi.nlm.nih.gov/pubmed/36507318
http://dx.doi.org/10.3389/fnins.2022.1007619

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