Computer aided diagnosis of brain abnormalities using texture analysis of MRI images.
Ghulam GilanieUsama Ijaz BajwaMustansar Mahmood WaraichZulfiqar HabibPublished in: Int. J. Imaging Syst. Technol. (2019)
Keyphrases
- computer aided diagnosis
- medical images
- mri images
- texture analysis
- mri brain images
- brain images
- imaging modalities
- magnetic resonance images
- magnetic resonance imaging
- medical imaging
- brain tissue
- clustered microcalcifications
- mr images
- texture classification
- image analysis
- multiresolution
- texture segmentation
- magnetic resonance
- medical image analysis
- brain tumors
- gray level
- anatomical structures
- co occurrence
- deformable models
- gabor filters
- texture features
- texture images
- medical data
- feature extraction
- x ray images
- local binary pattern
- cad systems
- ct images
- mri data
- brain structures
- region of interest
- data mining
- data sets
- machine learning
- fully automatic
- three dimensional
- computer aided
- multiscale
- neural network