Diagnosis of Pediatric Obstructive Sleep Apnea via Face Classification with Persistent Homology and Convolutional Neural Networks.
Milad KiaeeAdam B. KashlakJisu KimGiseon HeoPublished in: CoRR (2019)
Keyphrases
- obstructive sleep apnea
- convolutional neural networks
- eeg signals
- classification accuracy
- persistent homology
- support vector
- pattern recognition
- feature selection
- feature space
- support vector machine
- feature extraction
- feature vectors
- computer vision
- training samples
- fault diagnosis
- sleep apnea
- topological features
- facial expressions
- pattern classification
- human faces
- face images
- neural network
- machine learning