Identifying infected patients using semi-supervised and transfer learning.
Fereshteh S. BashiriJohn R. CaskeyAnoop MayampurathNicole DussaultJay DumanianSivasubramanium V. BhavaniKyle A. CareyEmily R. GilbertChristopher J. WinslowNirav S. ShahDana P. EdelsonMajid AfsharMatthew M. ChurpekPublished in: J. Am. Medical Informatics Assoc. (2022)
Keyphrases
- transfer learning
- semi supervised
- labeled data
- semi supervised learning
- unlabeled data
- labeled examples
- active learning
- knowledge transfer
- learning tasks
- co training
- domain adaptation
- reinforcement learning
- label information
- cross domain
- supervised learning
- multi view
- pairwise
- transfer knowledge
- multi task learning
- labeled and unlabeled data
- multi task
- text categorization
- text classification
- manifold alignment
- learning algorithm
- class labels
- unsupervised learning
- training data
- machine learning
- target domain
- collaborative filtering
- multi view learning
- cross domain learning
- data points
- prior knowledge
- similarity measure
- infectious disease
- multitask learning
- feature selection
- transferring knowledge