Counterfactual Reasoning for Fair Clinical Risk Prediction.
Stephen R. PfohlTony DuanDaisy Yi DingNigam H. ShahPublished in: MLHC (2019)
Keyphrases
- prediction accuracy
- causal reasoning
- decision making
- bladder cancer
- knowledge base
- prediction algorithm
- logical framework
- high risk
- risk analysis
- prediction error
- risk management
- knowledge representation
- risk assessment
- spatial reasoning
- reasoning tasks
- medical data
- clinical guidelines
- clinically relevant
- medical treatment