Few-shot transfer learning for personalized atrial fibrillation detection using patient-based siamese network with single-lead ECG records.
Yiuwai NgMin-Tsun LiaoTing-Li ChenChih-Kuo LeeCheng-Ying ChouWeichung WangPublished in: Artif. Intell. Medicine (2023)
Keyphrases
- transfer learning
- ecg signals
- heart rate variability
- atrial fibrillation
- heart rate
- knowledge transfer
- labeled data
- machine learning
- reinforcement learning
- text categorization
- cross domain
- active learning
- e learning
- semi supervised learning
- target domain
- medical records
- text classification
- data sets
- event detection
- medical data
- learning algorithm