A Domain Generalization Approach for Out-Of-Distribution 12-lead ECG Classification with Convolutional Neural Networks.
Aristotelis BallasChristos DiouPublished in: BigDataService (2022)
Keyphrases
- convolutional neural networks
- pattern recognition
- pattern classification
- classification method
- domain independent
- text classification
- classification systems
- feature vectors
- decision trees
- automatic classification
- feature extraction
- machine learning
- signal processing
- support vector machine
- classification accuracy
- feature space
- support vector machine svm
- benchmark datasets
- class conditional
- power law
- classification process
- preprocessing
- classification scheme
- classification algorithm
- domain specific
- machine learning methods
- training set
- convolutional network
- cost sensitive
- classification rules
- decision rules
- svm classifier
- random variables
- domain experts
- class labels
- feature set
- support vector