Classification of cardiac disorders using 1D local ternary patterns based on pulse plethysmograph signals.
Sumair AzizMuhammad AwaisMuhammad Umar KhanKhushbakht IqtidarUsman QamarPublished in: Expert Syst. J. Knowl. Eng. (2021)
Keyphrases
- pattern recognition
- classification accuracy
- pattern analysis
- automatic classification
- lung disease
- signal processing
- feature vectors
- classification scheme
- supervised learning
- pattern classification
- image classification
- eeg signals
- acoustic signals
- patient specific
- electrical activity
- classification models
- training samples
- machine learning
- feature set
- support vector machine
- classification rules
- text classification
- image analysis
- training set
- heart rate variability
- wall motion
- discovering patterns
- feature space
- preprocessing
- decision trees