Zero-Shot ECG Classification with Multimodal Learning and Test-time Clinical Knowledge Enhancement.
Che LiuZhongwei WanCheng OuyangAnand ShahWenjia BaiRossella ArcucciPublished in: CoRR (2024)
Keyphrases
- knowledge acquisition
- learning systems
- supervised learning
- learning algorithm
- incremental learning
- background knowledge
- classification accuracy
- learning process
- learned knowledge
- knowledge transfer
- domain knowledge
- learning phase
- knowledge level
- decision trees
- knowledge management
- unsupervised learning
- prior knowledge
- neural network
- concept maps
- knowledge base
- online learning
- feature space
- expert systems
- active learning
- text classification
- learning environment
- image classification
- reinforcement learning
- support vector
- classification algorithm
- knowledge sharing
- learning tasks
- support vector machine
- feature selection
- learning mechanism
- patient data
- feature vectors