Automated 2D Slice-Based Skull Stripping Multi-View Ensemble Model on NFBS and IBSR Datasets.

This study proposed and evaluated a two-dimensional (2D) slice-based multi-view U-Net (MVU-Net) architecture for skull stripping. The proposed model fused all three TI-weighted brain magnetic resonance imaging (MRI) views, i.e., axial, coronal, and sagittal. This 2D method performed equally well as...

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Detalles Bibliográficos
Publicado en:Journal of Digital Imaging Vol. 35; no. 2; pp. 374 - 385
Autores principales: Fatima, Anam, Madni, Tahir Mustafa, Anwar, Fozia, Janjua, Uzair Iqbal, Sultana, Nasira
Formato: diagnostic images equations & formulas research tables/charts Journal Article
Publicado: Springer Nature Apr2022
Acceso en línea:Ver este registro en EBSCOhost