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Framework to Segment and Evaluate Multiple Sclerosis Lesion in MRI Slices Using VGG-UNet

Multiple sclerosis (MS) is an autoimmune disease that causes mild to severe issues in the central nervous system (CNS). Early detection and treatment are necessary to reduce the harshness of the disease in individuals. The proposed work aims to implement a convolutional neural network (CNN) segmenta...

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Detalles Bibliográficos
Autores principales: Krishnamoorthy, Sujatha, Zhang, Yaxi, Kadry, Seifedine, Yu, Weifeng
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9184172/
https://www.ncbi.nlm.nih.gov/pubmed/35694573
http://dx.doi.org/10.1155/2022/4928096