Automated and reliable brain radiology with texture analysis of magnetic resonance imaging and cross datasets validation.
Ghulam GilanieUsama Ijaz BajwaMustansar Mahmood WaraichZulfiqar HabibPublished in: Int. J. Imaging Syst. Technol. (2019)
Keyphrases
- texture analysis
- magnetic resonance imaging
- medical images
- mri data
- brain images
- partial volume effects
- diffusion tensor images
- magnetic resonance images
- medical imaging
- texture classification
- image analysis
- multiresolution
- single photon emission computed tomography
- gray level
- brain tissue
- texture segmentation
- texture features
- co occurrence
- gabor filters
- mri images
- texture discrimination
- texture images
- anatomical structures
- local binary pattern
- mr images
- feature extraction
- brain structures
- ct images
- magnetic resonance
- positron emission tomography
- brodatz textures
- texture characterization
- beating heart
- human brain
- brain tumors
- imaging modalities
- multiscale
- neural network
- gabor filtering
- computer aided
- data sets