Hand classification of fMRI ICA noise components.
Ludovica GriffantiGwenaëlle DouaudJanine D. BijsterboschStefania EvangelistiFidel Alfaro-AlmagroMatthew F. GlasserEugene P. DuffSean P. FitzgibbonRobert WestphalDavide CaroneChristian F. BeckmannStephen M. SmithPublished in: NeuroImage (2017)
Keyphrases
- independent components
- independent component analysis
- feature extraction
- pattern recognition
- preprocessing
- classification accuracy
- feature vectors
- machine learning
- supervised learning
- pattern classification
- feature space
- support vector
- human brain
- classification scheme
- classification method
- normal controls
- missing data
- support vector machine svm
- model selection
- image classification
- active learning
- training set
- data analysis
- training data
- decision trees
- feature selection
- training samples
- class labels
- support vector machine
- automatic classification
- functional magnetic resonance imaging