Imaging haemodynamic changes related to seizures: Comparison of EEG-based general linear model, independent component analysis of fMRI and intracranial EEG.
Rachel C. ThorntonRoman RodionovHelmut LaufsSerge VulliémozAnna E. VaudanoDavid W. CarmichaelS. CannadathuMaxime GuyeAndrew W. McEvoySamden D. LhatooFabrice BartolomeiPatrick ChauvelBeate DiehlFederico De MartinoR. D. C. ElwesMatthew C. WalkerJohn S. DuncanLouis LemieuxPublished in: NeuroImage (2010)
Keyphrases
- independent component analysis
- eeg data
- event related
- eeg signals
- signal processing
- general linear model
- brain activity
- single channel
- functional magnetic resonance imaging
- principal component analysis
- independent components
- factor analysis
- brain computer interface
- activation patterns
- epileptic seizures
- blind source separation
- image processing
- multi channel
- image analysis
- statistical pattern recognition
- neural network
- temporal lobe epilepsy
- spatial patterns
- human brain
- least squares
- high dimensional