EPGAT: Gene Essentiality Prediction With Graph Attention Networks.
João SchapkeAnderson R. TavaresMariana Recamonde MendozaPublished in: IEEE ACM Trans. Comput. Biol. Bioinform. (2022)
Keyphrases
- escherichia coli
- graph theory
- prediction accuracy
- protein interaction
- average degree
- protein function prediction
- graph structure
- gene regulatory networks
- prediction model
- neural network ensemble
- protein protein interaction networks
- interaction networks
- graph structures
- gene prediction
- social networks
- graph layout
- graph representation
- edge weights
- small world
- gene expression
- microarray
- fully connected
- random walk
- gene networks
- splice site
- overlapping communities
- community discovery
- protein interaction networks
- directed acyclic graph
- weighted graph
- directed graph
- complex networks
- spanning tree
- bipartite graph
- network structure
- bayesian networks