MR2CPPIS: Accurate prediction of protein-protein interaction sites based on multi-scale Res2Net with coordinate attention mechanism.
Yinyin GongRui LiYan LiuJilong WangBuwen CaoXiangzheng FuRenfa LiDanny Z. ChenPublished in: Comput. Biol. Medicine (2024)
Keyphrases
- protein protein interactions
- multiscale
- attention mechanism
- protein interaction
- predicting protein
- experimentally determined
- wet lab
- high precision
- computational methods
- multiple sequence alignments
- visual attention
- network topology
- protein function
- high throughput
- gene ontology
- statistical analysis
- functional modules
- genomic data
- high accuracy
- structural properties
- natural images
- network analysis
- protein complexes
- information retrieval
- high dimensional
- pairwise
- image segmentation
- ppi networks
- protein protein interaction networks
- computational approaches
- secondary structure
- image representation