Deep-USIpred: identifying substrates of ubiquitin protein ligases E3 and deubiquitinases with pretrained protein embedding and bayesian neural network.
Jia WangGui-Qing PanJian-Qiang LiXue-Qun ShangZhu-Hong YouYu-An HuangPublished in: BIBM (2023)
Keyphrases
- neural network
- protein structure
- amino acids
- protein sequences
- subcellular localization
- protein interaction data
- protein structure prediction
- nuclear magnetic resonance
- sequence alignment
- contact map
- amino acid sequences
- sequence analysis
- artificial neural networks
- protein protein interactions
- multi layer
- protein function
- pairwise
- protein protein interaction networks
- chemical compounds
- drug design
- predicting protein
- tandem mass spectra
- molecular dynamics
- remote homology detection
- molecular structures
- protein folding
- protein interaction
- neural network model
- fault diagnosis
- bayesian networks
- learning algorithm