DeepGOA: Predicting Gene Ontology Annotations of Proteins via Graph Convolutional Network.
Guangjie ZhouJun WangXiangliang ZhangGuoxian YuPublished in: BIBM (2019)
Keyphrases
- gene ontology
- protein function
- protein protein interactions
- protein interaction
- gene products
- protein function prediction
- microarray
- convolutional network
- semantic similarity
- information theoretic
- convolutional neural networks
- biological networks
- protein interaction networks
- gene function
- functional modules
- protein interaction data
- connected components
- high throughput
- network topology
- random walk
- graph mining
- computational methods
- gene sets
- graph theory
- protein complexes
- gene expression
- biological processes
- mutual information
- signaling pathways
- systems biology
- protein protein interaction networks
- biomedical literature
- image processing
- microarray data
- similarity measure