Automatic extraction of protein-protein interactions using grammatical relationship graph.
Kaixian YuPei-Yau LungTingting ZhaoPeixiang ZhaoYan-Yuan TsengJinfeng ZhangPublished in: BMC Medical Informatics Decis. Mak. (2018)
Keyphrases
- biological systems
- automatic extraction
- protein interaction
- biological processes
- systems biology
- protein protein interactions
- biological networks
- biomedical literature
- protein interaction networks
- functional modules
- relation extraction
- protein function prediction
- protein function
- natural language
- protein protein
- interaction networks
- biological data
- computational methods
- high throughput
- machine learning
- random walk
- drug design
- ppi networks
- graph theory
- genomic data
- structural properties
- spanning tree
- computational approaches
- high precision
- weighted graph
- network analysis
- high accuracy
- gene ontology
- predicting protein protein interactions