Analyzing the connectivity between regions of interest: An approach based on cluster Granger causality for fMRI data analysis.
João Ricardo SatoAndré FujitaElisson F. CardosoCarlos E. ThomazMichael J. BrammerEdson Amaro Jr.Published in: NeuroImage (2010)
Keyphrases
- data analysis
- granger causality
- functional connectivity
- functional magnetic resonance imaging
- resting state fmri
- cluster analysis
- clustering algorithm
- impulse response
- human brain
- data mining
- brain regions
- multivariate time series
- data points
- machine learning
- high dimensional
- correlation analysis
- spatial correlation
- error correction
- electricity consumption
- pattern discovery