Deep Graph Networks for Drug Repurposing With Multi-Protein Targets.
Davide BacciuFederico ErricaAlessio GravinaLorenzo MadedduMarco PoddaGiovanni StiloPublished in: IEEE Trans. Emerg. Top. Comput. (2024)
Keyphrases
- chemical compounds
- protein interaction networks
- drug discovery
- drug design
- biological networks
- random walk
- virtual screening
- complex networks
- functional modules
- average degree
- protein protein interaction networks
- physico chemical
- graph structures
- small world
- network structure
- protein sequences
- graph theory
- directed graph
- overlapping communities
- protein function prediction
- clustering coefficient
- graph matching
- community discovery
- fully connected
- protein interaction
- graph mining
- graph databases
- connected components
- weighted graph
- edge weights
- social networks
- betweenness centrality
- graph layout
- biological systems
- degree distribution
- ppi networks
- community structure
- protein complexes
- graph structure
- scale free
- heterogeneous networks
- graph representation