MRI subcortical segmentation in neurodegeneration with cascaded 3D CNNs.
Hao LiHuahong ZhangHans J. JohnsonJeffrey D. LongJane S. PaulsenIpek OguzPublished in: Medical Imaging: Image Processing (2021)
Keyphrases
- brain structures
- brain scans
- medical images
- magnetic resonance images
- medical imaging
- mr images
- brain mri
- mri images
- magnetic resonance imaging
- medical image analysis
- brain tumors
- subcortical structures
- shape analysis
- atlas based segmentation
- segmentation algorithm
- quantitative analysis
- image segmentation
- mri scans
- accurate segmentation
- level set
- human brain
- tissue segmentation
- intensity distribution
- brain tumor segmentation
- anatomical structures
- region growing
- shape prior
- high resolution
- brain atlas
- segmentation accuracy
- multiscale
- image analysis
- probabilistic atlas
- image registration
- bias field
- energy function
- edge detection
- mr imaging
- partial volume
- brain segmentation
- brain mr images
- segmentation method
- intra subject
- deformable models
- white matter
- mri data