Feature augmentation and semi-supervised conditional transfer learning for early detection of sepsis.
Yutao DouWei LiYucen NanYidi ZhangShaoliang PengPublished in: Comput. Biol. Medicine (2023)
Keyphrases
- transfer learning
- early detection
- semi supervised
- labeled data
- semi supervised learning
- unlabeled data
- labeled examples
- active learning
- learning tasks
- knowledge transfer
- breast cancer
- cross domain
- automatic diagnosis
- label information
- machine learning
- domain adaptation
- supervised learning
- reinforcement learning
- transfer knowledge
- manifold alignment
- labeled and unlabeled data
- lung cancer
- collaborative filtering
- skin cancer
- multi task
- text classification
- text categorization
- feature set
- co training
- class labels
- data mining
- unsupervised learning
- multi view learning
- transferring knowledge
- pairwise
- feature vectors
- multi view
- learning algorithm
- training data
- bayesian networks
- learning process
- natural language processing
- text mining