1-D Convolutional Neural Network for ECG Arrhythmia Classification.
Jacopo FerrettiVincenzo RandazzoGiansalvo CirrincioneEros PaseroPublished in: IIH-MSP (1) (2017)
Keyphrases
- convolutional neural network
- decision trees
- image classification
- classification accuracy
- classification scheme
- heart rate variability
- supervised learning
- multi class
- feature extraction
- beat classification
- neural network
- pattern recognition
- classification method
- face detection
- machine learning methods
- ecg signals
- monitoring system
- classification algorithm
- automatic classification
- training samples
- model selection
- text classification
- preprocessing
- support vector
- machine learning
- atrial fibrillation
- mit bih arrhythmia database
- document classification
- pattern classification
- machine learning algorithms
- support vector machine svm
- signal processing
- clustering algorithm
- computer vision