DeepSurf: A surface-based deep learning approach for the prediction of ligand binding sites on proteins.
Stelios K. MylonasApostolos AxenopoulosPetros DarasPublished in: CoRR (2020)
Keyphrases
- binding sites
- deep learning
- protein protein
- protein interaction
- dna binding
- drug design
- predicting protein
- protein protein interactions
- gene expression
- dna sequences
- unsupervised learning
- sequence data
- protein sequences
- protein function
- computational methods
- transcription factors
- motif discovery
- high throughput
- protein families
- machine learning
- interaction networks
- statistical significance
- cis regulatory
- biological processes
- protein interaction networks
- protein complexes
- functional modules
- protein structure
- weakly supervised
- genome wide
- mental models
- protein structure prediction
- microarray
- network topology