Automatic diagnosis of arrhythmia with electrocardiogram using multiple instance learning: From rhythm annotation to heartbeat prediction.
Xuan ZhangHui WuTing ChenGuangyu WangPublished in: Artif. Intell. Medicine (2022)
Keyphrases
- multiple instance learning
- ecg signals
- automatic diagnosis
- image annotation
- multiple instance
- heart rate
- heart rate variability
- multi class
- supervised learning
- early detection
- semi supervised
- instance selection
- multi modal
- image understanding
- visual features
- beat classification
- active learning
- spect images
- image content
- training data
- learning process
- image retrieval
- diverse density
- real valued
- semi supervised learning