Detecting Hypopnea and Obstructive Apnea Events Using Convolutional Neural Networks on Wavelet Spectrograms of Nasal Airflow.
Stephen McCloskeyRim HaidarIrena KoprinskaBryn JeffriesPublished in: PAKDD (1) (2018)
Keyphrases
- convolutional neural networks
- sleep apnea
- obstructive sleep apnea
- event detection
- convolutional network
- wavelet transform
- wavelet coefficients
- physiological parameters
- multiscale
- multiresolution
- neural network
- machine learning
- denoising
- pattern classification
- generalization ability
- feature extraction
- feature selection