A Bayesian network classifier with inverse tree structure for voxelwise magnetic resonance image analysis.
Rong ChenEdward HerskovitsPublished in: KDD (2005)
Keyphrases
- tree structure
- magnetic resonance
- bayesian network classifiers
- image analysis
- image registration
- mr images
- medical images
- deformation field
- image data
- tree structures
- brain images
- data structure
- naive bayes
- bayesian networks
- mr brain images
- mr imaging
- benchmark data sets
- classification accuracy
- mutual information
- structure learning
- discriminative learning
- computer vision
- pattern recognition
- medical imaging
- naive bayes classifier
- frequent patterns
- image segmentation
- remote sensing
- index structure
- phase contrast
- knn
- xml documents
- data sets
- text classification
- least squares
- similarity measure
- database systems
- feature selection
- learning algorithm