Forecasting adverse surgical events using self-supervised transfer learning for physiological signals.
Hugh ChenScott M. LundbergGabriel G. ErionJerry H. KimSu-In LeePublished in: npj Digit. Medicine (2021)
Keyphrases
- transfer learning
- physiological signals
- labeled data
- daily life
- knowledge transfer
- machine learning
- heart rate
- activity recognition
- cross domain
- emotion recognition
- active learning
- reinforcement learning
- semi supervised learning
- collaborative filtering
- learning algorithm
- event detection
- transfer knowledge
- text categorization
- text classification
- text mining
- human activities
- emotional state
- unlabeled data
- human subjects
- supervised learning
- health monitoring
- machine learning algorithms
- multi modal
- semi supervised
- knowledge discovery
- ecg signals
- data sets