Attention mechanism enhanced LSTM with residual architecture and its application for protein-protein interaction residue pairs prediction.
Jiale LiuXinqi GongPublished in: BMC Bioinform. (2019)
Keyphrases
- protein interaction
- protein protein interactions
- attention mechanism
- predicting protein
- experimentally determined
- computational methods
- wet lab
- biological processes
- functional modules
- protein function prediction
- gene ontology
- gene expression
- high throughput
- biological data
- protein function
- network topology
- genomic data
- protein complexes
- visual attention
- secondary structure
- high precision
- protein interaction data
- protein interaction networks
- computational approaches
- amino acids
- ppi networks
- real time
- binding sites
- social network analysis
- pairwise
- multiple sequence alignments
- machine learning