Towards Clinically Relevant Explanations for Type-2 Diabetes Risk Prediction with the Explanation Ontology.
Shruthi ChariPrithwish ChakrabortyOshani SeneviratneMohamed F. GhalwashDaniel M. GruenDaby SowDeborah L. McGuinnessPublished in: AMIA (2021)
Keyphrases
- clinically relevant
- generating explanations
- high risk
- risk factors
- domain knowledge
- prediction accuracy
- domain theory
- decision making
- prediction algorithm
- risk assessment
- domain specific
- knowledge base
- risk management
- risk analysis
- knowledge representation
- prediction error
- semantic web
- explanation based learning
- machine learning
- semantic annotation
- prediction model
- text mining
- natural language processing