Sparse Brain anatomical Network Based Classification of Schizophrenia Patients and Healthy Controls.
Junjie ZhengYilun WangHeng ChenHuafu ChenPublished in: IScIDE (2013)
Keyphrases
- healthy controls
- functional magnetic resonance imaging
- normal controls
- fold cross validation
- lateral ventricles
- functional connectivity
- mild cognitive impairment
- human brain
- brain connectivity
- traumatic brain injury
- high dimensional
- brain images
- medical images
- pattern classification
- brain imaging
- brain activity
- high degree of accuracy
- pattern recognition
- correlation analysis
- human subjects
- text classification
- machine learning
- brain regions
- feature vectors
- data analysis
- random forest
- support vector machine
- feature extraction
- computer aided
- principal component analysis
- classification accuracy
- support vector
- decision trees