Prediction of Protein-Protein Interactions through Deep Learning Based on Sequence Feature Extraction and Interaction Network.
Nguyen-Quoc-Khanh LeQuang-Hien KhaPublished in: BioCAS (2022)
Keyphrases
- protein interaction
- protein protein interactions
- deep learning
- interacting proteins
- feature extraction
- protein complexes
- protein interaction networks
- functional modules
- computational methods
- ppi networks
- high throughput
- gene ontology
- unsupervised learning
- biological data
- wet lab
- protein interaction data
- network topology
- multiple sequence alignments
- protein function
- network structure
- gene expression
- network analysis
- dimensionality reduction
- biological systems
- weakly supervised
- high precision
- principal component analysis
- wireless sensor networks
- mental models
- face recognition
- binding sites
- image classification
- similarity measure
- data mining
- structural properties
- machine learning