Automatic segmentation of brain MRI through stationary wavelet transform and random forests.
Mohamed Mokhtar BendibHayet Farida MerouaniFatma DiabaPublished in: Pattern Anal. Appl. (2015)
Keyphrases
- brain mri
- random forests
- automatic segmentation
- stationary wavelet transform
- autoregressive model
- segmentation algorithm
- region growing
- manual segmentation
- magnetic resonance images
- anatomical structures
- image fusion
- wavelet domain
- random forest
- decision trees
- automatically segmenting
- logistic regression
- machine learning algorithms
- autoregressive
- ensemble methods
- fusion method
- multiscale
- medical images
- multiresolution
- brain tissue
- image segmentation
- machine learning methods
- input image
- fusion methods
- image analysis
- magnetic resonance imaging
- graph cuts
- feature selection
- segmentation method