Brain tumor image segmentation via asymmetric/symmetric UNet based on two-pathway-residual blocks.
Motahareh AghalariAli AghagolzadehMehdi EzojiPublished in: Biomed. Signal Process. Control. (2021)
Keyphrases
- brain tumors
- image segmentation
- bayesian decision problems
- magnetic resonance images
- mr images
- deformable registration
- medical imaging
- tumor segmentation
- medical image analysis
- magnetic resonance
- brain images
- low grade gliomas
- markov random field
- region growing
- multiscale
- deformable models
- endoscopic images
- mri images
- active contours
- tumor growth
- image analysis
- image processing
- graph cuts
- gray level
- computer vision
- brain tissue
- medical images
- brain mr images
- level set
- segmentation method
- high resolution
- region merging
- ground truth
- model based segmentation
- shape analysis
- high quality
- energy function