Classification of disease subgroup and correlation of disease severity using magnetic resonance imaging whole-brain histograms: Application to magnetization transfer ratios and multiple sclerosis.
J. DehmeshkiGareth J. BarkerPaul S. ToftsPublished in: IEEE Trans. Medical Imaging (2002)
Keyphrases
- multiple sclerosis
- magnetic resonance images
- lesion segmentation
- magnetic resonance imaging
- mri data
- white matter
- medical images
- brain mri
- mr images
- magnetic resonance
- brain tissue
- disease progression
- clinical trials
- partial volume effects
- medical imaging
- pattern recognition
- image data
- machine learning
- image analysis
- diffusion tensor
- anatomical structures
- semi automatic
- feature extraction
- mutual information