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

• Main Authors: Sanchit Vijay (Author), Thejineaswar Guhan (Author), Kathiravan Srinivasan (Author), P. M. Durai Raj Vincent (Author), Chuan-Yu Chang (Author)
• Format: Book
• Published: Frontiers Media S.A., 2023-02-01T00:00:00Z.
• Subjects: article
• Online Access: Connect to this object online.

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...