Shape analysis of brain ventricles for improved classification of Alzheimer's patients.
Jingnan WangAhmet EkinGerard de HaanPublished in: ICIP (2008)
Keyphrases
- shape analysis
- image analysis and pattern recognition
- normal controls
- brain images
- shape representation
- fourier descriptors
- medical imaging
- machine learning
- shape descriptors
- brain structures
- pattern spectra
- feature vectors
- medical images
- feature extraction
- shape recognition
- pattern recognition
- preserving transformations
- feature space
- face recognition
- partial volume effects
- geodesic paths
- image segmentation
- functional magnetic resonance imaging
- medical image analysis
- anatomical structures
- quantitative analysis
- human brain
- graph cuts