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New MS lesion segmentation with deep residual attention gate U-Net utilizing 2D slices of 3D MR images

Multiple sclerosis (MS) is an autoimmune disease that causes lesions in the central nervous system of humans due to demyelinating axons. Magnetic resonance imaging (MRI) is widely used for monitoring and measuring MS lesions. Automated methods for MS lesion segmentation have usually been performed o...

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Detalles Bibliográficos
Autores principales: Sarica, Beytullah, Seker, Dursun Zafer
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9365701/
https://www.ncbi.nlm.nih.gov/pubmed/35968389
http://dx.doi.org/10.3389/fnins.2022.912000