3D texture analysis of MR images to improve classification of paediatric brain tumours: a preliminary study.
Ahmed E. FetitJan NovákAndrew C. PeetTheodoros N. ArvanitisPublished in: ICIMTH (2014)
Keyphrases
- texture analysis
- mr images
- magnetic resonance
- brain tumours
- medical images
- feature extraction
- magnetic resonance images
- texture classification
- textural features
- manual segmentation
- image analysis
- multiresolution
- texture features
- image data
- accurate segmentation
- gray level
- support vector
- mri data
- brain tissue
- brain mr images
- brain tumors
- pattern recognition
- gabor filters
- classification accuracy
- texture images
- co occurrence
- feature vectors
- local binary pattern
- medical imaging
- partial volume
- machine learning
- nonrigid registration
- pet images
- feature selection
- automatic segmentation
- similarity measure
- image registration