Impact of Neural Architecture Design on Cardiac Abnormality Classification Using 12-lead ECG Signals.
Najmeh FayyazifarSelam T. AhderomDavid SuterAndrew MaioranaGirish DwivediPublished in: CinC (2020)
Keyphrases
- ecg signals
- mit bih arrhythmia database
- image classification
- classification accuracy
- pattern recognition
- heart rate variability
- decision trees
- electrical activity
- wall motion
- support vector
- atrial fibrillation
- support vector machine
- neural network
- network architecture
- machine learning
- classification algorithm
- feature vectors
- feature space
- support vector machine svm
- classification method
- maximum likelihood
- feature selection
- text classification
- training set
- feature extraction