Evaluation of supervised methods for the classification of major tissues and subcortical structures in multispectral brain magnetic resonance images.
Loredana MurinoDonatella GranataMaria Francesca CarforaS. Easter SelvanBruno AlfanoUmberto AmatoMichele LarobinaPublished in: Comput. Medical Imaging Graph. (2014)
Keyphrases
- subcortical structures
- magnetic resonance images
- multispectral
- medical images
- medical imaging
- image analysis
- remote sensing
- mr images
- brain tissue
- brain segmentation
- white matter
- image data
- magnetic resonance imaging
- pattern recognition
- high resolution
- mri data
- medical image analysis
- machine learning
- diffusion tensor
- image classification
- manual segmentation
- brain tumors
- feature vectors
- brain structures
- brain images
- feature selection
- image processing
- magnetic resonance
- anatomical structures
- deformable models
- multiscale
- feature extraction
- supervised learning
- training data
- image segmentation