Spatially augmented LPboosting for AD classification with evaluations on the ADNI dataset.
Chris HinrichsVikas SinghLopamudra MukherjeeGuofan XuMoo K. ChungSterling C. JohnsonPublished in: NeuroImage (2009)
Keyphrases
- ad patients
- benchmark datasets
- automatic classification
- machine learning
- pattern recognition
- uci datasets
- classification algorithm
- feature set
- classification systems
- decision trees
- training samples
- feature selection
- classification accuracy
- feature vectors
- feature space
- normal controls
- image classification
- text classification
- fold cross validation
- training set
- mri data
- classification scheme
- neural network
- feature extraction
- brain images
- training dataset
- pilot study
- machine learning methods
- classification method
- supervised learning
- support vector machine