Brain tumor segmentation using a hybrid multi resolution U-Net with residual dual attention and deep supervision on MR images.
Subin SahayamRahul NenavathUmarani JayaramanSurya PrakashPublished in: Biomed. Signal Process. Control. (2022)
Keyphrases
- mr images
- magnetic resonance images
- brain tumor segmentation
- multiresolution
- magnetic resonance
- brain tumors
- medical images
- manual segmentation
- mri data
- brain tissue
- brain mr images
- accurate segmentation
- mr imaging
- nonrigid registration
- image data
- partial volume
- brain segmentation
- brain mr image segmentation
- prostate cancer
- white matter
- bias field
- mr brain
- medical image analysis
- brain structures
- coarse to fine
- intensity inhomogeneity
- mr brain images
- phantom images
- brain images
- image analysis
- diffusion tensor
- quantitative measurements
- cardiac magnetic resonance