ECG-based Arrhythmia Classification & Clinical Suggestions: An Incremental Approach of Hyperparameter Tuning.
Mohamed Adel SerhaniAlramzana Nujum NavazHany Al AshwalNabeel Al-QirimPublished in: SITA (2020)
Keyphrases
- heart rate variability
- lung disease
- classification accuracy
- beat classification
- ecg signals
- machine learning
- pattern recognition
- automatic classification
- incremental learning
- model selection
- classification method
- disease diagnosis
- image classification
- feature selection
- feature extraction
- support vector
- computer aided diagnosis systems
- decision trees
- support vector machine
- classification scheme
- active learning
- gaussian processes
- acute myocardial infarction
- bladder cancer
- eeg signals
- hyperparameters
- bayesian inference
- supervised learning
- neural network
- monitoring system
- support vector machine svm
- feature set