3D Texture Analysis of Heterogeneous MRI Data for Diagnostic Classification of Childhood Brain Tumours.
Ahmed E. FetitJan NovákDaniel RodríguezDorothee P. AuerChris A. ClarkRichard G. GrundyTim JaspanAndrew C. PeetTheodoros N. ArvanitisPublished in: ICIMTH (2015)
Keyphrases
- texture analysis
- mri data
- texture discrimination
- gabor filtering
- feature extraction
- texture classification
- brodatz textures
- image analysis
- texture features
- textural features
- magnetic resonance imaging
- classification accuracy
- gray level
- magnetic resonance spectroscopy
- multiresolution
- feature vectors
- pattern recognition
- mr images
- fully automatic
- local binary pattern
- magnetic resonance images
- co occurrence
- synthetic data
- machine learning
- white matter
- brain tumours
- feature selection
- training set
- decision trees
- neural network
- computer aided
- logistic regression
- distance measure
- mri images
- multiscale
- real world