Obstructive sleep apnea detection using SVM-based classification of ECG signal features.
Laiali AlmazaydehKhaled ElleithyMiad FaezipourPublished in: EMBC (2012)
Keyphrases
- ecg signals
- svm classifier
- extracting features
- mit bih arrhythmia database
- feature vectors
- classification accuracy
- feature extraction
- feature set
- support vector
- support vector machine svm
- svm classification
- support vector machine
- feature space
- eeg signals
- obstructive sleep apnea
- false positives
- extracted features
- beat classification
- pattern recognition
- image features
- machine learning
- feature values
- power line
- individual features
- sleep apnea
- pattern classification
- heart rate
- class labels
- feature selection
- feature reduction
- generalization ability
- image processing