A Time Series Approach to Parkinson's Disease Classification from EEG.
Amarpal SahotaAmber RoguskiMatthew W. JonesMichal RolinskiAlan L. WhoneRaúl Santos-RodriguezZahraa S. AbdallahPublished in: CoRR (2023)
Keyphrases
- eeg signals
- feature extraction
- automatic classification
- classification scheme
- machine learning
- eeg data
- image classification
- pattern recognition
- classification accuracy
- feature set
- text classification
- machine learning algorithms
- decision trees
- feature space
- training set
- data sets
- benchmark datasets
- motor imagery
- pattern classification
- support vector
- single trial
- disease diagnosis
- sleep stage
- classification models
- classification method
- model selection
- feature vectors
- preprocessing