Clinical translation of machine learning algorithms for seizure detection in scalp electroencephalography: a systematic review.
Nina MoutonnetSteven WhiteBenjamin P. CampbellDanilo MandicGregory ScottPublished in: CoRR (2024)
Keyphrases
- machine learning algorithms
- eeg signals
- systematic review
- eeg data
- benchmark data sets
- learning algorithm
- machine learning
- decision trees
- machine learning methods
- predictive accuracy
- learning problems
- random forests
- machine learning approaches
- epileptic seizures
- standard machine learning algorithms
- learning tasks
- input features
- machine learning models
- learning models
- independent component analysis
- machine learning systems
- empirical studies
- brain computer interface
- brain activity
- statistical machine learning
- training data
- real world