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: CoRR (2021)
Keyphrases
- transfer learning
- heart disease
- ecg signals
- medical diagnosis
- atrial fibrillation
- knowledge transfer
- cross domain
- mit bih arrhythmia database
- heart failure
- labeled data
- reinforcement learning
- semi supervised learning
- machine learning
- active learning
- text categorization
- transfer knowledge
- domain adaptation
- beat classification
- collaborative filtering
- machine learning algorithms
- target domain
- text mining
- learning algorithm
- text classification
- contrast enhanced
- unlabeled data
- data mining
- databases
- database
- knn