Automatic Brain Structures Segmentation Using Deep Residual Dilated U-Net.
Hongwei LiAndrii ZhygalloBjoern H. MenzePublished in: CoRR (2018)
Keyphrases
- brain structures
- magnetic resonance images
- human brain
- mr images
- medical image analysis
- medical imaging
- atlas based segmentation
- quantitative analysis
- shape analysis
- corpus callosum
- multiple sclerosis lesions
- brain atlas
- fully automatic
- grey level
- medical images
- shape variations
- brain tissue
- anatomical structures
- image analysis
- x ray
- multiscale
- image registration
- multiresolution
- high resolution
- manual segmentation
- brain tumors
- markov random field
- video sequences
- shape model
- image segmentation
- segmentation method
- image processing