Hierarchical Probabilistic Gabor and MRF Segmentation of Brain Tumours in MRI Volumes.
Nagesh K. SubbannaDoina PrecupD. Louis CollinsTal ArbelPublished in: MICCAI (1) (2013)
Keyphrases
- brain scans
- medical images
- brain tumours
- image segmentation
- brain mri
- energy function
- magnetic resonance
- markov random field
- magnetic resonance images
- mr images
- magnetic resonance imaging
- graph cuts
- medical imaging
- shape prior
- mri images
- brain tumors
- segmentation method
- segmentation algorithm
- level set
- intensity distribution
- region growing
- multiscale
- brain mr images
- mrf model
- anatomical structures
- gabor filters
- three dimensional
- medical image analysis
- pet images
- super resolution
- image analysis
- brain imaging
- fully automatic