Fully Automated Skull Stripping from Brain Magnetic Resonance Images Using Mask RCNN-Based Deep Learning Neural Networks

This research comprises experiments with a deep learning framework for fully automating the skull stripping from brain magnetic resonance (MR) images. Conventional techniques for segmentation have progressed to the extent of Convolutional Neural Networks (CNN). We proposed and experimented with a co...

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Detalles Bibliográficos
Autores principales: Azam, Humera, Tariq, Humera, Shehzad, Danish, Akbar, Saad, Shah, Habib, Khan, Zamin Ali
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10526767/
https://www.ncbi.nlm.nih.gov/pubmed/37759856
http://dx.doi.org/10.3390/brainsci13091255

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10526767/
https://www.ncbi.nlm.nih.gov/pubmed/37759856
http://dx.doi.org/10.3390/brainsci13091255

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