Structure-aware protein solubility prediction from sequence through graph convolutional network and predicted contact map.
Jianwen ChenShuangjia ZhengHuiying ZhaoYuedong YangPublished in: J. Cheminformatics (2021)
Keyphrases
- contact map
- contact maps
- tertiary structure
- protein structure
- maximum clique
- amino acid residues
- protein structure alignment
- amino acids
- convolutional network
- protein sequences
- amino acid sequences
- molecular biology
- graph theory
- image processing
- secondary structure
- convolutional neural networks
- experimentally determined
- distance measure
- knn