An Empirical Characterization of Fair Machine Learning For Clinical Risk Prediction.
Stephen R. PfohlAgata ForyciarzNigam H. ShahPublished in: CoRR (2020)
Keyphrases
- machine learning
- prediction accuracy
- pattern recognition
- risk management
- prediction model
- artificial intelligence
- patient data
- high risk
- prediction error
- machine learning methods
- medical domain
- survival analysis
- feature selection
- learning algorithm
- bladder cancer
- information extraction
- data mining
- explanation based learning
- decision making
- knowledge acquisition
- predictive modeling
- knowledge discovery
- natural language processing
- patient records
- risk measures
- clinical practice
- medical treatment
- prediction algorithm
- kaplan meier
- machine learning approaches
- risk assessment
- learning systems
- text classification
- medical images
- computational intelligence
- text mining
- supervised learning
- active learning
- data analysis
- computer science
- reinforcement learning