A 1D Convolutional Neural Network for Heartbeat Classification from Single Lead ECG.
Xiaolin LiBarry CardiffDeepu JohnPublished in: ICECS (2020)
Keyphrases
- convolutional neural network
- heart rate
- ecg signals
- classification systems
- classification scheme
- image classification
- machine learning
- automatic classification
- signal processing
- text classification
- face detection
- pattern classification
- decision rules
- classification method
- classification accuracy
- feature vectors
- machine learning methods
- cross validation
- supervised learning
- extracted features
- classification rate
- classification process
- object recognition
- pattern recognition
- decision trees