A Novel Transfer Learning-Based Approach for Screening Pre-Existing Heart Diseases Using Synchronized ECG Signals and Heart Sounds.
Ramith HettiarachchiUdith HaputhanthriKithmini HerathHasindu KariyawasamShehan MunasingheKithmin WickramasingheDuminda SamarasingheAnjula De SilvaChamira U. S. EdussooriyaPublished in: ISCAS (2021)
Keyphrases
- transfer learning
- heart disease
- ecg signals
- medical diagnosis
- knowledge transfer
- heart failure
- mit bih arrhythmia database
- reinforcement learning
- active learning
- machine learning
- labeled data
- cross domain
- text classification
- transfer knowledge
- atrial fibrillation
- medical records
- collaborative filtering
- semi supervised learning
- learning algorithm
- beat classification
- target domain
- heart rate
- domain adaptation
- contrast enhanced
- semi supervised
- artificial intelligence
- text mining