Beyond performance metrics: modeling outcomes and cost for clinical machine learning.
James A. DiaoLeia WedlundJoseph C. KvedarPublished in: npj Digit. Medicine (2021)
Keyphrases
- machine learning
- pattern recognition
- inductive learning
- high cost
- machine learning approaches
- machine learning algorithms
- machine learning methods
- data driven approaches
- cost sensitive learning
- medical data
- reinforcement learning
- decision trees
- supervised learning
- data mining
- knowledge representation
- data analysis
- modeling language
- computer science
- modeling method
- patient data
- medical experts
- information systems
- health information systems