Leveraging External Data to Make Local Predictions of Post-Surgical Opioid Use: Investigating the Role of External Validation and Transfer Learning.
Chris J. KennedyJayson S. MarwahaBrendin Beaulieu-JonesJosh BleicherLyen HuangGabriel A. BratPublished in: AMIA (2022)
Keyphrases
- transfer learning
- external data
- cross domain learning
- external information
- data modeling
- knowledge transfer
- data warehouse
- machine learning
- cross domain
- labeled data
- reinforcement learning
- semi supervised learning
- text classification
- unstructured data
- transfer knowledge
- active learning
- database schema
- collaborative filtering
- text categorization
- text mining
- metadata
- machine learning algorithms
- multi task
- object oriented
- target domain
- pairwise
- learning algorithm
- knn
- data sets