A convolutional network and attention mechanism-based approach to predict protein-RNA binding residues.
Ke LiHongwei WuZhenyu YueYu SunChuan XiaPublished in: Comput. Biol. Chem. (2023)
Keyphrases
- attention mechanism
- secondary structure
- protein structure
- amino acids
- protein sequences
- experimentally determined
- amino acid sequences
- convolutional network
- protein folding
- protein function
- dna binding
- convolutional neural networks
- contact map
- visual attention
- genome wide
- protein structure prediction
- binding sites
- sequence analysis
- cis regulatory
- saliency map
- computational biology
- multiple sequence alignment
- multiscale
- visual attention model
- higher level
- computer vision
- computational methods
- object recognition