The Impact of Training Data Shortfalls on Safety of AI-Based Clinical Decision Support Systems.
Philippa Ryan ConmyBerk OzturkTom LawtonIbrahim HabliPublished in: SAFECOMP (2023)
Keyphrases
- training data
- clinical decision support systems
- artificial intelligence
- decision support
- decision trees
- learning algorithm
- data sets
- training samples
- expert systems
- training set
- test data
- decision support system
- case based reasoning
- machine learning
- information systems
- clinical practice
- heart failure
- test set
- knowledge representation
- computer vision