Protein contact prediction from amino acid co-evolution using convolutional networks for graph-valued images.
Vladimir GolkovMarcin J. SkwarkAntonij GolkovAlexey DosovitskiyThomas BroxJens MeilerDaniel CremersPublished in: NIPS (2016)
Keyphrases
- amino acids
- protein sequences
- protein structure prediction
- contact maps
- physico chemical
- contact map
- protein function
- protein structure
- tertiary structure
- physicochemical properties
- amino acid sequences
- secondary structure
- sequence alignment
- protein interaction networks
- protein folding
- predicting protein
- graph theory
- complex networks
- social networks
- pairwise
- experimentally determined
- protein interaction
- computational biology
- prediction accuracy
- subcellular localization
- molecular biology
- protein protein interactions
- protein functional
- amino acid residues