A novel ICA-based clustering algorithm for heart arrhythmia diagnosis.
Emad NaseriAli GhaffariMajid AbdollahzadePublished in: Pattern Anal. Appl. (2019)
Keyphrases
- heart disease
- clustering algorithm
- atrial fibrillation
- independent component analysis
- medical diagnosis
- beat classification
- ecg signals
- k means
- heart rate variability
- independent components
- face recognition
- feature extraction
- medical records
- cardiac arrhythmias
- cardiovascular disease
- fuzzy c means
- mit bih arrhythmia database
- clustering analysis
- clustering method
- signal processing
- subspace clustering
- document clustering
- medical images
- higher order statistics
- left atrium
- feature selection
- data sets
- image segmentation
- similarity measure
- preprocessing
- automatic diagnosis
- principal component analysis
- fault diagnosis
- cluster analysis
- blind source separation
- hierarchical clustering