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Brain tumor segmentation based on deep learning and an attention mechanism using MRI multi-modalities brain images

Brain tumor localization and segmentation from magnetic resonance imaging (MRI) are hard and important tasks for several applications in the field of medical analysis. As each brain imaging modality gives unique and key details related to each part of the tumor, many recent approaches used four moda...

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Detalles Bibliográficos
Autores principales: Ranjbarzadeh, Ramin, Bagherian Kasgari, Abbas, Jafarzadeh Ghoushchi, Saeid, Anari, Shokofeh, Naseri, Maryam, Bendechache, Malika
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8149837/
https://www.ncbi.nlm.nih.gov/pubmed/34035406
http://dx.doi.org/10.1038/s41598-021-90428-8