MRI brain tumor segmentation using residual Spatial Pyramid Pooling-powered 3D U-Net

Brain tumor diagnosis has been a lengthy process, and automation of a process such as brain tumor segmentation speeds up the timeline. U-Nets have been a commonly used solution for semantic segmentation, and it uses a downsampling-upsampling approach to segment tumors. U-Nets rely on residual connec...

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Detalles Bibliográficos
Autores principales: Vijay, Sanchit, Guhan, Thejineaswar, Srinivasan, Kathiravan, Vincent, P. M. Durai Raj, Chang, Chuan-Yu
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2023
Materias:
Public Health
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9932049/
https://www.ncbi.nlm.nih.gov/pubmed/36817919
http://dx.doi.org/10.3389/fpubh.2023.1091850

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9932049/
https://www.ncbi.nlm.nih.gov/pubmed/36817919
http://dx.doi.org/10.3389/fpubh.2023.1091850

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