Towards Dynamic Feature Acquisition on Medical Time Series by Maximizing Conditional Mutual Information.
Fedor SergeevPaola MalsotGunnar RätschVincent FortuinPublished in: CoRR (2024)
Keyphrases
- conditional mutual information
- selection criterion
- mutual information
- medical diagnosis
- feature vectors
- dynamic environments
- medical databases
- medical experts
- information systems
- pattern recognition
- neural network
- non stationary
- medical imaging
- singular value decomposition
- variable selection
- similarity measure
- decision trees
- feature selection
- machine learning