Automatic brain tumor tissue detection based on hierarchical centroid shape descriptor in Tl-weighted MR images.
Elisee Ilunga-MbuyambaJuan Gabriel Aviña-CervantesDirk LindnerJose de Jesus Guerrero-TurrubiatesClaire ChalopinPublished in: CONIELECOMP (2016)
Keyphrases
- brain tumors
- mr images
- shape descriptors
- magnetic resonance
- magnetic resonance images
- lesion segmentation
- brain tissue
- medical images
- shape analysis
- mr imaging
- shape matching
- deformable registration
- shape representation
- brain mr images
- mri data
- partial volume
- mri images
- image data
- d objects
- brain images
- prostate cancer
- shape context
- post mortem
- mr brain
- medical image analysis
- fully automatic
- biomechanical model
- tumor growth
- magnetic resonance imaging
- medical imaging
- ground truth
- tissue segmentation
- feature vectors
- similarity measure