A Staged Approach using Machine Learning and Uncertainty Quantification to Predict the Risk of Hip Fracture.
Anjum ShaikKristoffer LarsenNancy E. LaneChen ZhaoKuan-Jui SuJoyce H. KeyakQing TianQiuying ShaHui ShenHong-Wen DengWeihua ZhouPublished in: CoRR (2024)
Keyphrases
- machine learning
- risk averse
- risk measures
- expected utility
- machine learning methods
- risk aversion
- decision trees
- machine learning approaches
- risk assessment
- risk management
- risk factors
- machine learning algorithms
- pattern recognition
- expert systems
- information retrieval
- natural language processing
- handling uncertainty
- uncertain data
- extreme events
- learning algorithm
- artificial intelligence
- information extraction
- active learning
- learning problems
- inherent uncertainty
- decision makers
- computational biology
- knowledge representation
- possibility theory
- robust optimization
- neural network
- learning systems
- decision making
- natural language
- portfolio management
- early warning
- risk analysis
- text mining
- x ray images
- knowledge acquisition
- incomplete information
- learning tasks
- statistical methods