Counterfactual Reasoning for Fair Clinical Risk Prediction.
Stephen PfohlTony DuanDaisy Yi DingNigam H. ShahPublished in: CoRR (2019)
Keyphrases
- prediction accuracy
- causal reasoning
- logical framework
- bladder cancer
- reasoning tasks
- risk management
- knowledge representation
- prediction model
- automated reasoning
- information systems
- clinical trials
- clinical applications
- reasoning systems
- medical data
- risk assessment
- clinical practice
- logic programming
- prediction algorithm
- clinically relevant
- clinical setting
- knowledge base