Atrial fibrillation episodes detection based on classification of heart rate derived features.
Norbert HenzelJanusz WrobelKrzysztof HorobaPublished in: MIXDES (2017)
Keyphrases
- heart rate variability
- heart rate
- atrial fibrillation
- ecg signals
- classification accuracy
- feature extraction
- physiological signals
- extracted features
- feature space
- feature vectors
- spectral analysis
- feature set
- class labels
- blood pressure
- feature reduction
- svm classifier
- individual features
- support vector machine
- object detection
- training set
- classification algorithm
- input features
- feature subset
- three dimensional
- selected features
- feature selection
- machine learning algorithms