Boosting lesion annotation via aggregating explicit relations in external medical knowledge graph.
Yixin ChenXianbing ZhaoBuzhou TangPublished in: Artif. Intell. Medicine (2022)
Keyphrases
- medical knowledge
- medical diagnosis
- medical decision making
- clinical data
- semi automatic
- knowledge based systems
- combining multiple
- dependency graph
- medical experts
- clinical practice
- clinical guidelines
- active learning
- databases
- medical information
- knowledge sources
- ensemble methods
- medical data
- attribute values
- learning algorithm
- data sets
- cost sensitive
- training data
- relational structures
- metadata
- artificial intelligence
- real world
- linguistic patterns