Cardiac Arrhythmia Classification Using Advanced Deep Learning Techniques on Digitized ECG Datasets.
Shoaib SattarRafia MumtazMamoon QadirSadaf MumtazMuhammad Ajmal KhanTimo De WaeleEli De PoorterIngrid MoermanAdnan ShahidPublished in: Sensors (2024)
Keyphrases
- deep learning
- heart rate variability
- restricted boltzmann machine
- ecg signals
- mit bih arrhythmia database
- machine learning
- heart rate
- unsupervised learning
- pattern recognition
- cardiac arrhythmias
- beat classification
- text classification
- image classification
- feature set
- supervised learning
- spectral analysis
- feature extraction
- decision trees
- data sets
- active learning
- training data
- decision making
- unsupervised feature learning