Drug Similarity and Link Prediction Using Graph Embeddings on Medical Knowledge Graphs.
Prakhar GurawaMatthias NicklesPublished in: CoRR (2021)
Keyphrases
- link prediction
- graph mining
- medical knowledge
- graph clustering
- bipartite graph
- random walk
- graph kernels
- proximity measures
- social networks
- social network analysis
- medical diagnosis
- graph data
- network analysis
- graph databases
- complex networks
- knowledge based systems
- semi automatic
- clinical data
- directed graph
- biological networks
- similarity measure
- graph theory
- distance measure
- community discovery
- graph model
- network structure
- clinical practice
- topological features
- web graph
- community detection
- supervised learning
- graph matching
- collaborative filtering
- knowledge sources
- knowledge acquisition
- random graphs
- dimensionality reduction
- weighted graph
- small world
- edit distance
- medical images