BOLD mapping of human epileptic spikes recorded during simultaneous intracranial EEG-fMRI: The impact of automated spike classification.
Niraj K. SharmaCarlos PedreiraUmair J. ChaudharyMaria CentenoDavid W. CarmichaelTinonkorn YadeeTeresa MurtaBeate DiehlLouis LemieuxPublished in: NeuroImage (2019)
Keyphrases
- eeg signals
- event related
- brain activity
- functional magnetic resonance imaging
- single trial
- healthy subjects
- eeg data
- brain computer interface
- automated classification
- human subjects
- classification accuracy
- cognitive states
- human brain
- brain mapping
- feature extraction
- support vector
- signal processing
- independent component analysis
- motor imagery
- medical images
- image classification
- brain images
- pattern classification
- correlation analysis
- classification method
- epileptic seizures
- machine learning
- classification algorithm
- human operators
- data analysis
- functional connectivity
- electrical activity
- decision trees