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Deep 3D Neural Network for Brain Structures Segmentation Using Self-Attention Modules in MRI Images

In recent years, the use of deep learning-based models for developing advanced healthcare systems has been growing due to the results they can achieve. However, the majority of the proposed deep learning-models largely use convolutional and pooling operations, causing a loss in valuable data and foc...

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Detalles Bibliográficos
Autores principales: Laiton-Bonadiez, Camilo, Sanchez-Torres, German, Branch-Bedoya, John
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9002763/
https://www.ncbi.nlm.nih.gov/pubmed/35408173
http://dx.doi.org/10.3390/s22072559