Cardiac Arrhythmia Classification in Electrocardiogram Signals with Convolutional Neural Networks.
Igor Lopes SouzaDaniel Oliveira DantasPublished in: ICPRAM (2023)
Keyphrases
- heart rate variability
- ecg signals
- mit bih arrhythmia database
- heart rate
- spectral analysis
- convolutional neural networks
- atrial fibrillation
- electrical activity
- cardiac arrhythmias
- pattern recognition
- support vector
- beat classification
- pattern classification
- classification models
- physiological signals
- eeg signals
- classification scheme
- automatic classification
- extracted features
- machine learning
- classification algorithm
- class labels
- text classification
- classification accuracy
- image classification
- signal processing
- biomedical signals
- acoustic signals
- supervised learning
- feature vectors
- decision trees