EEG power spectra parameterization and adaptive channel selection towards semi-supervised seizure prediction.
Hanyi LiJiahui LiaoHongxiao WangChang'an A. ZhanFeng YangPublished in: Comput. Biol. Medicine (2024)
Keyphrases
- semi supervised
- power spectra
- epileptic seizures
- eeg signals
- eeg data
- prediction model
- semi supervised learning
- prediction accuracy
- single channel
- brain activity
- supervised learning
- active learning
- frequency domain
- unlabeled data
- multi channel
- signal processing
- labeled data
- multi view
- brain computer interface
- semi supervised clustering
- ground truth
- machine learning
- feature vectors
- pre processed
- training set
- feature extraction
- image processing