A Domain Generalization Approach for Out-Of-Distribution 12-lead ECG Classification with Convolutional Neural Networks.
Aristotelis BallasChristos DiouPublished in: CoRR (2022)
Keyphrases
- convolutional neural networks
- pattern classification
- decision trees
- machine learning methods
- classification accuracy
- domain specific
- classification scheme
- support vector machine svm
- pattern recognition
- feature vectors
- class conditional
- classification process
- supervised learning
- image classification
- automatic classification
- classification method
- machine learning
- classification systems
- classification models
- feature extraction
- domain independent
- classification algorithm
- decision rules
- unsupervised learning
- probability distribution
- feature space
- support vector
- density estimation
- generalization ability
- signal processing
- support vector machine
- heart rate variability