ECG Recurrence Plot-Based Arrhythmia Classification Using Two-Dimensional Deep Residual CNN Features.
Bhekumuzi MathunjwaYin-Tsong LinChien-Hung LinMaysam F. AbbodMuammar SadrawiJiann-Shing ShiehPublished in: Sensors (2022)
Keyphrases
- ecg signals
- feature extraction
- feature vectors
- classification accuracy
- feature space
- feature set
- classification method
- classification models
- support vector
- heart rate variability
- svm classifier
- support vector machine
- extracted features
- extracting features
- convolutional neural network
- feature values
- classification process
- feature weights
- feature analysis
- feature representation
- pattern recognition
- irrelevant features
- mit bih arrhythmia database
- class labels
- benchmark datasets
- image classification
- feature extraction and classification
- feature reduction
- three dimensional
- textural features
- beat classification
- feature construction
- text classification
- eeg signals
- input features
- support vector machine svm
- feature subset
- feature selection
- decision trees
- classification scheme
- high dimensionality
- pattern classification
- individual features
- machine learning
- features extraction
- object recognition
- signal processing
- cellular neural networks