Comparison of different computational intelligent classifier to autonomously detect cardiac pathologies diagnosed by ECG.
Olga ValenzuelaFernando J. RojasLuis Javier HerreraFrancisco M. Ortuño GuzmanHéctor PomaresIgnacio Rojas RuizPublished in: ISDA (2013)
Keyphrases
- ecg signals
- detection method
- detection algorithm
- feature space
- feature selection
- training data
- support vector
- linear classifiers
- classification scheme
- monitoring system
- train a support vector machine
- heart rate variability
- clinically relevant
- multiple classifiers
- learning phase
- left ventricle
- decision trees
- intelligent systems
- neural network
- wall motion
- feature extraction
- training set
- classifier combination
- nearest neighbor classifier
- multi class
- classification method
- weak classifiers
- learning classifier systems
- training samples
- class labels
- patient specific
- classification algorithm
- automatic detection
- computer assisted