3D U-Net Improves Automatic Brain Extraction for Isotropic Rat Brain Magnetic Resonance Imaging Data

Brain extraction is a critical pre-processing step in brain magnetic resonance imaging (MRI) analytical pipelines. In rodents, this is often achieved by manually editing brain masks slice-by-slice, a time-consuming task where workloads increase with higher spatial resolution datasets. We recently de...

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Detalles Bibliográficos
Autores principales: Hsu, Li-Ming, Wang, Shuai, Walton, Lindsay, Wang, Tzu-Wen Winnie, Lee, Sung-Ho, Shih, Yen-Yu Ian
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2021
Materias:
Neuroscience
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8716693/
https://www.ncbi.nlm.nih.gov/pubmed/34975392
http://dx.doi.org/10.3389/fnins.2021.801008

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8716693/
https://www.ncbi.nlm.nih.gov/pubmed/34975392
http://dx.doi.org/10.3389/fnins.2021.801008

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