TADA: Temporal-aware Adversarial Domain Adaptation for patient outcomes forecasting.
Chang'an YiHaotian ChenYonghui XuYan ZhouJuan DuLizhen CuiHaishu TanPublished in: Expert Syst. Appl. (2024)
Keyphrases
- domain adaptation
- patient outcomes
- multiple sources
- medical data
- cross domain
- transfer learning
- semi supervised
- clinical data
- labeled data
- sentiment classification
- temporal information
- vital signs
- test data
- document classification
- temporal reasoning
- semi supervised learning
- unlabeled data
- target domain
- machine learning
- temporal constraints
- co training
- data mining
- raw data
- knowledge discovery
- feature selection
- learning algorithm
- patient care
- information retrieval