Multiple stakeholders drive diverse interpretability requirements for machine learning in healthcare.
Fergus ImrieRobert DavisMihaela van der SchaarPublished in: Nat. Mac. Intell. (2023)
Keyphrases
- machine learning
- information systems
- wide variety
- machine learning methods
- inter related
- rich set
- semi supervised learning
- databases
- computational intelligence
- biomedical informatics
- information technology
- data analysis
- pattern recognition
- learning algorithm
- support vector machine
- machine learning algorithms
- prediction accuracy
- knowledge base
- learning problems
- machine learning approaches
- policy makers
- computer vision
- information retrieval
- healthcare systems