Refining Diagnosis Paths for Medical Diagnosis based on an Augmented Knowledge Graph.
Niclas HeiligJan KirchhoffFlorian StumpeJoan PlepiLucie FlekHeiko PaulheimPublished in: CoRR (2022)
Keyphrases
- medical diagnosis
- medical knowledge
- diagnostic reasoning
- expert systems
- medical images
- medical diagnostic
- medical decision making
- knowledge base
- medical image processing
- domain knowledge
- diagnostic problem solving
- cardiovascular disease
- heart disease
- medical information
- graph representation
- knowledge based systems
- knowledge representation
- domain experts
- graph structure
- structured data
- graph model
- random walk
- knowledge acquisition
- prior knowledge
- knowledge sources
- model based diagnosis
- neural network
- raw data
- data mining