A study in transfer learning: leveraging data from multiple hospitals to enhance hospital-specific predictions.
Jenna WiensJohn V. GuttagEric HorvitzPublished in: J. Am. Medical Informatics Assoc. (2014)
Keyphrases
- transfer learning
- data sets
- labeled data
- neural network
- training data
- data sources
- data points
- unlabeled data
- data distribution
- collaborative filtering
- hospital information systems
- stored data
- knowledge transfer
- learning tasks
- k nearest neighbor
- support vector machine
- knowledge discovery
- information retrieval
- databases