Beyond bias and discrimination: redefining the AI ethics principle of fairness in healthcare machine-learning algorithms.
Benedetta GiovanolaSimona TiribelliPublished in: AI Soc. (2023)
Keyphrases
- machine learning algorithms
- machine learning
- benchmark data sets
- learning algorithm
- artificial intelligence
- predictive accuracy
- decision trees
- machine learning methods
- learning tasks
- expert systems
- learning problems
- random forests
- high tech
- machine learning approaches
- feature selection
- information systems
- machine learning systems
- machine learning models
- input features
- standard machine learning algorithms
- resource allocation
- health care
- multi class
- logistic regression
- text classification
- knn
- knowledge representation
- statistical machine learning
- reinforcement learning