GraphGPSM: a global scoring model for protein structure using graph neural networks.
Guang-Xing HeJun LiuDong LiuGuijun ZhangPublished in: Briefings Bioinform. (2023)
Keyphrases
- protein structure
- neural network
- scoring model
- graph databases
- protein sequences
- molecular biology
- protein function prediction
- secondary structure
- random walk
- protein structure prediction
- protein tertiary structure
- graph structure
- amino acids
- graph theory
- protein structure alignment
- graph data
- protein structural
- computational approaches
- protein function
- contact map
- connected components
- graph model
- graph theoretic
- minimum spanning tree
- fine grained
- machine learning