T2 MRI texture analysis is a sensitive measure of tissue injury and recovery resulting from acute inflammatory lesions in multiple sclerosis.
Yunyan ZhangHongmei ZhuJoseph Ross MitchellFiona CostelloLuanne M. MetzPublished in: NeuroImage (2009)
Keyphrases
- multiple sclerosis
- texture analysis
- gad enhancing
- brain tissue
- magnetic resonance images
- image analysis
- white matter
- mr images
- brain mri
- texture classification
- lesion segmentation
- magnetic resonance
- multiresolution
- grey matter
- mri data
- brain tumors
- gray level
- texture segmentation
- texture features
- clinical trials
- gabor filters
- co occurrence
- texture images
- local binary pattern
- magnetic resonance imaging
- feature extraction
- medical images
- low contrast
- automatic segmentation
- disease progression
- brain images
- medical imaging
- region growing
- similarity measure
- feature vectors
- pattern recognition
- mutual information
- markov random field
- brain structures
- diffusion tensor imaging
- anatomical structures
- decision support system
- computer vision
- image segmentation