Hierarchical deep learning with Generative Adversarial Network for automatic cardiac diagnosis from ECG signals.
Zekai WangStavros StavrakisBing YaoPublished in: Comput. Biol. Medicine (2023)
Keyphrases
- deep learning
- ecg signals
- unsupervised learning
- critical care
- atrial fibrillation
- unsupervised feature learning
- cardiac arrhythmias
- electrical activity
- restricted boltzmann machine
- machine learning
- heart disease
- deep belief networks
- mit bih arrhythmia database
- mental models
- object recognition
- deep architectures
- heart rate
- higher order
- viewpoint