Combining protein sequences and structures with transformers and equivariant graph neural networks to predict protein function.
Frimpong BoaduHongyuan CaoJianlin ChengPublished in: Bioinform. (2023)
Keyphrases
- protein sequences
- protein function
- experimentally determined
- predicting protein
- neural network
- structural motifs
- computational biology
- amino acids
- protein interaction networks
- protein secondary structure
- protein structure
- amino acid sequences
- secondary structure
- coarse grained
- random walk
- functional modules
- protein structure prediction
- protein protein interactions
- protein interaction
- sequence analysis
- interaction networks
- protein protein
- graph theory
- gene ontology
- computational methods
- weighted graph
- computational approaches
- graph theoretic
- graph mining