Classification of electrocardiogram signals with waveform morphological analysis and support vector machines.
Hongqiang LiZhixuan AnShasha ZuoWei ZhuLu CaoYuxin MuWenchao SongQuanhua MaoZhen ZhangEnbang LiJuan Daniel Prades GarcíaPublished in: Medical Biol. Eng. Comput. (2022)
Keyphrases
- support vector
- morphological analysis
- classification accuracy
- support vector machine
- large margin classifiers
- generalization ability
- learning machines
- svm classifier
- heart rate variability
- svm classification
- cross validation
- feature extraction
- image classification
- support vector machine svm
- heart rate
- kernel methods
- classification method
- feature selection
- pattern recognition
- loss function
- radial basis function
- ecg signals
- feature space
- kernel function
- acoustic signals
- machine learning
- decision function
- multi class classification
- spectral analysis
- feature vectors
- signal processing
- decision trees
- text classification
- biomedical signals
- training samples