Extraction of protein-protein interactions (PPIs) from the literature by deep convolutional neural networks with various feature embeddings.
Sung-Pil ChoiPublished in: J. Inf. Sci. (2018)
Keyphrases
- protein protein interactions
- biomedical literature
- convolutional neural networks
- biological processes
- computational methods
- high throughput
- predicting protein protein interactions
- biological data
- network topology
- protein interaction
- predicting protein
- gene ontology
- functional modules
- high precision
- biological networks
- genomic data
- protein interaction networks
- systems biology
- protein interaction data
- protein protein
- computational approaches
- network analysis
- drug design
- protein function
- structural properties
- wet lab
- ppi networks
- protein function prediction
- automatic extraction
- protein complexes
- ad hoc networks
- data sets
- high accuracy