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Novel Volumetric Sub-region Segmentation in Brain Tumors

A novel deep learning based model called Multi-Planar Spatial Convolutional Neural Network (MPS-CNN) is proposed for effective, automated segmentation of different sub-regions viz. peritumoral edema (ED), necrotic core (NCR), enhancing and non-enhancing tumor core (ET/NET), from multi-modal MR image...

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Detalles Bibliográficos
Autores principales: Banerjee, Subhashis, Mitra, Sushmita
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6993215/
https://www.ncbi.nlm.nih.gov/pubmed/32038216
http://dx.doi.org/10.3389/fncom.2020.00003