Sepsis Prediction Using Semi-Supervised and Transfer Learning.
John R. CaskeyFereshteh S. BashiriAnoop MayampurathNicole DussaultJay DumanianSivasubramanium V. BhavaniKyle A. CareyEmily R. GilbertChristopher J. WinslowNirav S. ShahDana P. EdelsonMajid AfsharMatthew M. ChurpekPublished in: AMIA (2021)
Keyphrases
- transfer learning
- semi supervised
- labeled data
- semi supervised learning
- unlabeled data
- labeled examples
- active learning
- learning tasks
- knowledge transfer
- domain adaptation
- cross domain
- supervised learning
- label information
- reinforcement learning
- co training
- manifold alignment
- learning algorithm
- machine learning
- prediction model
- unsupervised learning
- multi view
- text classification
- transferring knowledge
- multi task
- neural network
- machine learning algorithms
- pairwise
- data sets
- training examples
- target domain
- text mining
- collaborative filtering
- multi task learning
- multitask learning
- multi view learning
- transfer knowledge
- training data
- text categorization