Deducing high-accuracy protein contact-maps from a triplet of coevolutionary matrices through deep residual convolutional networks.
Yang LiChengxin ZhangEric W. BellWei ZhengXiaogen ZhouDong-Jun YuYang ZhangPublished in: PLoS Comput. Biol. (2021)
Keyphrases
- contact maps
- high accuracy
- contact map
- protein structure
- amino acids
- coarse grained
- deep learning
- extensive set
- amino acid sequences
- protein sequences
- fine grained
- molecular biology
- secondary structure
- social networks
- deep belief networks
- protein folding
- computational biology
- network structure
- computational methods
- network analysis