Arrhythmia Classification of ECG Signals Using Hybrid Features.
Syed Muhammad AnwarMaheen GulMuhammad MajidMajdi R. AlnowamiPublished in: Comput. Math. Methods Medicine (2018)
Keyphrases
- ecg signals
- mit bih arrhythmia database
- extracting features
- classification accuracy
- feature vectors
- feature extraction
- feature space
- feature set
- classification models
- classification method
- beat classification
- svm classifier
- extracted features
- benchmark datasets
- image classification
- decision trees
- classification process
- feature values
- atrial fibrillation
- feature analysis
- heart rate variability
- cardiac arrhythmias
- heart rate
- machine learning
- input features
- feature subset
- critical care
- feature selection algorithms
- lyapunov exponents
- support vector machine svm
- text classification
- feature selection