EPGAT: Gene Essentiality Prediction With Graph Attention Networks.
João SchapkeAnderson TavaresMariana Recamonde MendozaPublished in: CoRR (2020)
Keyphrases
- protein interaction
- social networks
- prediction accuracy
- protein function prediction
- prediction model
- protein protein interactions
- average degree
- escherichia coli
- graph theory
- neural network ensemble
- graph representation
- random walk
- splice site
- interaction networks
- protein interaction networks
- gene regulatory networks
- gene expression
- structured data
- gene networks
- microarray
- biological networks
- network structure
- small world
- overlapping communities
- fully connected
- graph mining
- graph structure
- genetic networks
- complex networks
- citation networks
- protein protein interaction networks
- functional modules
- graph structures
- weighted graph
- biomedical literature
- edge weights
- network analysis
- signaling pathways
- directed graph
- minimum spanning tree
- path length
- gene ontology
- network model
- computational methods