U-Net-Based Models towards Optimal MR Brain Image Segmentation

U-Net-Based Models towards Optimal MR Brain Image Segmentation

Brain tumor segmentation from MRIs has always been a challenging task for radiologists, therefore, an automatic and generalized system to address this task is needed. Among all other deep learning techniques used in medical imaging, U-Net-based variants are the most used models found in the literatu...

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Bibliographic Details
Main Authors: Rammah Yousef, Shakir Khan, Gaurav Gupta, Tamanna Siddiqui, Bader M. Albahlal, Saad Abdullah Alajlan, Mohd Anul Haq
Format: Article
Language:English
Published: MDPI AG 2023-05-01
Series:Diagnostics
Subjects:
U-Net
MR brain images
loss functions
image segmentation
optimization
deep learning
Online Access:https://www.mdpi.com/2075-4418/13/9/1624

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