Spectral Embedding Based Probabilistic Boosting Tree (ScEPTre): Classifying High Dimensional Heterogeneous Biomedical Data.
Pallavi TiwariMark RosenGalen ReedJohn KurhanewiczAnant MadabhushiPublished in: MICCAI (1) (2009)
Keyphrases
- biomedical data
- probabilistic boosting tree
- spectral embedding
- high dimensional
- embedding space
- low dimensional
- data mining methods
- feature representation
- spectral methods
- multi source
- cue integration
- graph model
- manifold learning
- dimensionality reduction
- data points
- nearest neighbor
- euclidean space
- labeled data
- feature space
- high dimensionality
- multi class
- graph embedding
- data mining applications
- input space
- data sets
- semi supervised clustering
- high dimensional data
- laplace beltrami
- similarity search
- training data
- magnetic resonance images
- support vector machine
- machine learning