Second opinion needed: communicating uncertainty in medical machine learning.
Benjamin KompaJasper SnoekAndrew L. BeamPublished in: npj Digit. Medicine (2021)
Keyphrases
- machine learning
- medical domain
- machine learning methods
- machine learning algorithms
- handling uncertainty
- learning algorithm
- data mining
- knowledge acquisition
- medical data
- data analysis
- sentiment analysis
- decision trees
- learning systems
- pattern recognition
- learning problems
- feature selection
- explanation based learning
- inductive learning
- medical information
- computer vision
- semi supervised learning
- text classification
- computational intelligence
- natural language processing
- supervised learning
- natural language
- medical experts
- artificial intelligence
- data sets
- communication channels
- machine learning approaches
- learning tasks
- statistical methods
- information extraction