Predictive Modeling of fMRI Brain States Using Functional Canonical Correlation Analysis.
Sennay GhebreabArnold W. M. SmeuldersPieter W. AdriaansPublished in: AIME (2007)
Keyphrases
- predictive modeling
- canonical correlation analysis
- activation patterns
- brain regions
- resting state fmri
- functional connectivity
- functional magnetic resonance imaging
- general linear model
- cognitive states
- human brain
- brain activation
- data analysis
- brain activity
- activation detection
- brain images
- data mining methods
- statistical modeling
- least squares
- canonical correlations
- data mining
- text mining
- knowledge discovery
- machine learning
- equivalence relationship
- human subjects
- partial least squares
- spatial patterns
- correlation analysis
- statistical models
- big data
- decision trees
- business intelligence
- dimensionality reduction methods
- dimensionality reduction
- data management
- information processing
- parameter estimation
- data sets