MaTPIP: A deep-learning architecture with eXplainable AI for sequence-driven, feature mixed protein-protein interaction prediction.
Shubhrangshu GhoshPralay MitraPublished in: Comput. Methods Programs Biomed. (2024)
Keyphrases
- deep learning
- protein protein interactions
- multiple sequence alignments
- protein interaction
- predicting protein
- machine learning
- unsupervised learning
- computational methods
- high throughput
- functional modules
- protein sequences
- high precision
- network topology
- biological networks
- weakly supervised
- mental models
- learning algorithm
- pairwise
- protein complexes
- image features
- biological data
- knowledge representation
- genomic data
- structural properties
- secondary structure
- semi supervised
- microarray
- network analysis
- computational approaches
- ppi networks
- complex networks
- gene expression