A point cloud-based deep learning strategy for protein-ligand binding affinity prediction.
Yeji WangShuo WuYanwen DuanYong HuangPublished in: Briefings Bioinform. (2022)
Keyphrases
- learning strategies
- drug design
- protein structure prediction
- mhc class ii
- contact map
- active learning
- subcellular localization
- protein protein
- online learning
- prediction accuracy
- protein protein interactions
- drug discovery
- contact maps
- hiv protease
- cloud computing
- learning capabilities
- virtual screening
- protein interaction
- dna binding
- protein sequences
- binding peptides
- protein secondary structure
- predicting protein
- protein structure
- virtual learning environments
- sequence analysis
- binding sites
- computational methods
- amino acids
- experimentally determined
- high throughput
- pairwise