Extracted magnetic resonance texture features discriminate between phenotypes and are associated with overall survival in glioblastoma multiforme patients.
Ahmad ChaddadCamel TanougastPublished in: Medical Biol. Eng. Comput. (2016)
Keyphrases
- texture features
- magnetic resonance
- linear discriminant classifier
- mr images
- medical images
- multiple sclerosis
- texture analysis
- texture classification
- textural features
- feature vectors
- healthy volunteers
- image data
- image registration
- gray level
- texture images
- gabor filters
- mr brain images
- brain images
- magnetic resonance imaging
- texture information
- feature extraction
- image features
- clinical studies
- mr brain
- feature set
- texture feature extraction
- local binary pattern
- color features
- mr imaging
- gabor filtering
- magnetic resonance images
- gray level co occurrence matrix
- textured images
- distance measure
- feature space
- image slices
- medical data
- feature selection
- image sequences
- machine learning
- mixture of gaussian distributions
- similarity measure
- object recognition
- brain tumors
- mri data
- multiresolution
- clinical data
- computer vision
- medical imaging