FairCare: Adversarial training of a heterogeneous graph neural network with attention mechanism to learn fair representations of electronic health records.
Yan WangRuochi ZhangQian YangQiong ZhouShengde ZhangYusi FanLan HuangKewei LiFengfeng ZhouPublished in: Inf. Process. Manag. (2024)
Keyphrases
- electronic health records
- neural network
- attention mechanism
- visual attention
- clinical data
- visual attention model
- higher level
- health care
- medical records
- low level
- structured data
- databases
- information systems
- health records
- machine learning
- health information
- clinical trials
- medical data
- statistical analysis
- decision support system
- natural language processing
- decision making