Physician understanding, explainability, and trust in a hypothetical machine learning risk calculator.
William K. DiproseNicholas BuistNing HuaQuentin-Gabriel ThurierGeorge ShandReece RobinsonPublished in: J. Am. Medical Informatics Assoc. (2020)
Keyphrases
- machine learning
- machine learning methods
- decision support system
- decision making
- learning algorithm
- text mining
- trust management
- natural language processing
- pattern recognition
- information extraction
- explanation based learning
- risk management
- decision trees
- artificial intelligence
- text classification
- trust evaluation
- high risk
- supervised learning
- learning tasks
- risk analysis
- perceived risk
- knowledge acquisition
- data sets
- active learning
- data analysis
- computer science
- feature selection
- social networks
- data mining
- neural network