Classification of schizophrenia patients and healthy controls from structural MRI scans in two large independent samples.
Mireille NieuwenhuisNeeltje E. M. van HarenHilleke E. Hulshoff PolWiepke CahnRené S. KahnHugo G. SchnackPublished in: NeuroImage (2012)
Keyphrases
- healthy controls
- functional magnetic resonance imaging
- brain imaging
- mri scans
- human brain
- fold cross validation
- pattern classification
- feature selection
- support vector
- decision trees
- pattern recognition
- data analysis
- training set
- support vector machine svm
- support vector machine
- high dimensional
- decision making
- synthetic data
- svm classifier
- medical imaging
- data sets
- information processing
- magnetic resonance images
- image registration
- brain activity
- model based segmentation
- machine learning