Optimization of Arrhythmia-based ECG-lead Selection for Computer-interpreted Heart Rhythm Classification.
Serhii ReznichenkoShijie ZhouPublished in: EMBC (2023)
Keyphrases
- beat classification
- mit bih arrhythmia database
- ecg signals
- heart rate variability
- pattern recognition
- classification accuracy
- decision trees
- atrial fibrillation
- classification systems
- classification algorithm
- feature selection
- classification scheme
- optimization method
- classification method
- optimization algorithm
- machine learning
- support vector
- preprocessing
- feature vectors
- image classification
- automatic classification
- cardiac arrhythmias
- feature extraction
- higher order statistics
- training set
- optimization process
- pattern classification
- support vector machine svm
- medical diagnosis
- classification models
- active learning
- classification process
- selection criterion
- multi objective
- heart disease
- support vector machine
- feature set
- benchmark datasets
- machine learning algorithms
- optimization problems