Deep Learning Predicts Protein-Ligand Interactions.
Jacob BalmaAaron D. VoseYuri K. PetersonAmar G. ChittiboyinaPankaj PandeyCharles R. YatesIkhlas A. KhanSreenivas R. SukumarPublished in: IEEE BigData (2020)
Keyphrases
- deep learning
- protein protein
- protein protein interactions
- drug design
- protein sequences
- interaction networks
- protein interaction
- unsupervised learning
- virtual screening
- high throughput
- drug discovery
- unsupervised feature learning
- protein structure
- machine learning
- protein function
- binding sites
- mental models
- weakly supervised
- deep architectures
- protein complexes
- amino acids
- protein structure prediction
- supervised learning
- pairwise
- object recognition
- pattern recognition
- bayesian networks