Arrhythmia Classification with ECG signals based on the Optimization-Enabled Deep Convolutional Neural Network.
Dinesh Kumar AtalMukhtiar SinghPublished in: Comput. Methods Programs Biomed. (2020)
Keyphrases
- ecg signals
- convolutional neural network
- mit bih arrhythmia database
- beat classification
- face detection
- heart rate variability
- pattern recognition
- feature vectors
- support vector machine
- heart rate
- optimization algorithm
- image classification
- atrial fibrillation
- class labels
- optimization problems
- classification method
- supervised learning
- training set
- decision trees
- neural network
- machine learning algorithms
- rough sets
- cellular automata
- principal component analysis
- feature space
- feature selection
- computer vision