xCAPT5: protein-protein interaction prediction using deep and wide multi-kernel pooling convolutional neural networks with protein language model.
Thanh Hai DangTien Anh VuPublished in: BMC Bioinform. (2024)
Keyphrases
- language model
- protein protein interactions
- protein interaction
- multi kernel
- predicting protein
- convolutional neural networks
- protein function
- multiple sequence alignments
- computational methods
- probabilistic model
- high throughput
- protein complexes
- protein interaction data
- information retrieval
- protein interaction networks
- biological data
- biomedical literature
- functional modules
- network topology
- prediction accuracy
- mixture model
- high precision
- secondary structure
- gene expression
- ppi networks
- multiple kernel learning
- network analysis
- protein sequences
- protein protein interaction networks
- training data
- learning algorithm