An Automated Cardiac Arrhythmia Classification Network for 45 Arrhythmia Classes Using 12-Lead Electrocardiogram.
Ho Keun KimMyung Hoon SunwooPublished in: IEEE Access (2024)
Keyphrases
- heart rate variability
- ecg signals
- mit bih arrhythmia database
- beat classification
- heart rate
- spectral analysis
- atrial fibrillation
- heart disease
- cardiac arrhythmias
- extracted features
- automated classification
- machine learning
- class labels
- decision trees
- wall motion
- pattern recognition
- multiple classes
- feature extraction
- network structure
- network model
- classification scheme
- patient specific
- complex networks
- computer assisted
- network traffic
- computer networks
- classification method
- support vector machine svm
- image classification
- classification accuracy
- wireless sensor networks
- training set
- cost sensitive