Sleep stage classification for child patients using DeConvolutional Neural Network.
Xinyu HuangKimiaki ShirahamaFrédéric LiMarcin GrzegorzekPublished in: Artif. Intell. Medicine (2020)
Keyphrases
- sleep stage
- sleep apnea
- neural network
- pattern recognition
- learning vector quantization
- lung disease
- multi layer perceptron
- classification accuracy
- automatic classification
- image classification
- machine learning
- physiological parameters
- correct classification
- nearest neighbour
- classification method
- text classification
- pattern classification
- support vector
- classification scheme
- feature vectors
- artificial neural networks
- decision trees
- classification models
- feature extraction
- normal controls
- training set
- feature space
- learning algorithm
- training samples
- probabilistic neural network
- feed forward neural networks
- clinical data
- fuzzy logic
- class labels
- back propagation