Using interictal seizure-free EEG data to recognise patients with epilepsy based on machine learning of brain functional connectivity.
Jun CaoKacper GrajcarXiaocai ShanYifan ZhaoJiaru ZouLiangyu ChenZhiqing LiRichard GrunewaldPanagiotis ZisMatteo De MarcoZoe C. UnwinDaniel BlackburnPtolemaios G. SarrigiannisPublished in: Biomed. Signal Process. Control. (2021)
Keyphrases
- eeg signals
- eeg data
- functional connectivity
- epileptic seizures
- machine learning
- mild cognitive impairment
- brain connectivity
- brain activity
- single trial
- brain regions
- brain computer interface
- high degree of accuracy
- signal processing
- pattern recognition
- computer vision
- healthy subjects
- working memory
- functional magnetic resonance imaging
- brain signals
- data mining
- multi channel
- resting state fmri
- feature selection
- human brain
- pattern classification
- ground truth
- image processing