A new paradigm for applying deep learning to protein-ligand interaction prediction.
Zechen WangSheng WangYangyang LiJingjing GuoYanjie WeiYuguang MuLiangzhen ZhengWeifeng LiPublished in: Briefings Bioinform. (2024)
Keyphrases
- deep learning
- drug design
- protein interaction
- protein structure prediction
- protein protein interactions
- protein protein
- unsupervised feature learning
- contact map
- unsupervised learning
- predicting protein
- weakly supervised
- machine learning
- drug discovery
- protein structure
- high throughput
- protein sequences
- virtual screening
- protein function
- protein complexes
- deep architectures
- domain specific
- amino acids
- decision making
- clustering algorithm