Automated Classification of Discrete Human Thoughts Using Functional Magnetic Resonance Imaging (fMRI): Comparison between Voxel-Based and Atlas-Based Feature Selection Methods.
Jong-Hwan LeeJungHoe KimPublished in: PRNI (2011)
Keyphrases
- functional magnetic resonance imaging
- automated classification
- statistical parametric mapping
- human subjects
- human brain
- brain activity
- cognitive states
- data analysis
- high dimensional
- brain imaging
- activation patterns
- pattern classification
- activation detection
- event related
- brain images
- correlation analysis
- visuo motor
- brain activation
- healthy subjects
- functional connectivity
- brain regions
- normal controls
- ground truth
- brain injury
- spatial correlation
- prefrontal cortex
- signal processing
- general linear model
- feature space