Supraventricular Tachycardia Classification in the 12-Lead ECG Using Atrial Waves Detection and a Clinically Based Tree Scheme.
Or PerlmanAmos KatzGuy AmitYaniv ZigelPublished in: IEEE J. Biomed. Health Informatics (2016)
Keyphrases
- classification scheme
- detection scheme
- heart rate variability
- automatic classification
- classification accuracy
- automatic detection
- pattern recognition
- mit bih arrhythmia database
- feature set
- classification method
- classification algorithm
- support vector machine svm
- support vector machine
- support vector
- microcalcification clusters
- object detection
- text classification
- detection method
- feature vectors
- binary decision tree
- digital mammograms
- false alarms
- classification models
- pattern classification
- beat classification
- decision trees
- decision rules
- training data
- image classification
- signal processing
- classification rules
- multi class
- decision tree classifiers
- feature selection
- feature space
- decision tree learning algorithm
- neyman pearson
- supervised learning
- clinically relevant
- pruning algorithm
- ecg signals
- machine learning algorithms
- benchmark datasets
- tree structure
- b tree