Machine learning-empowered sleep staging classification using multi-modality signals.
Santosh Kumar SatapathyBiswajit BrahmaBaidyanath PandaPaolo BarsocchiAkash Kumar BhoiPublished in: BMC Medical Informatics Decis. Mak. (2024)
Keyphrases
- machine learning
- multi modality
- sleep stage
- eeg signals
- multi modal
- pattern recognition
- machine learning methods
- feature selection
- text classification
- support vector machine
- machine learning algorithms
- decision trees
- medical image registration
- support vector
- signal processing
- mutual information
- information theoretic
- active learning
- model selection
- data mining
- medical images
- supervised learning
- image registration
- learning algorithm
- feature extraction
- single modality
- imaging modalities