Medical Entity Disambiguation Using Graph Neural Networks.
Alina VretinarisChuan LeiVasilis EfthymiouXiao QinFatma ÖzcanPublished in: SIGMOD Conference (2021)
Keyphrases
- neural network
- pattern recognition
- random walk
- directed graph
- artificial neural networks
- graph representation
- graph mining
- back propagation
- neural network model
- connected components
- graph theory
- graph structure
- co occurrence
- weighted graph
- medical domain
- multilayer perceptron
- spanning tree
- genetic algorithm
- feed forward
- structured data
- natural language processing
- knowledge base
- entity identification
- medical information
- medical diagnosis
- graph databases
- medical records
- named entity disambiguation
- graph based algorithm
- medical experts
- medical knowledge
- knn
- fuzzy logic
- text mining
- self organizing maps
- bipartite graph
- neural nets
- word sense disambiguation
- medical imaging