Advances and Perspectives in Applying Deep Learning for Drug Design and Discovery.
Celio F. LipinskiVinicius G. MaltarolloPatricia R. OliveiraAlbérico B. F. da SilvaKáthia M. HonórioPublished in: Frontiers Robotics AI (2019)
Keyphrases
- deep learning
- drug design
- unsupervised learning
- unsupervised feature learning
- machine learning
- protein structure prediction
- drug discovery
- quantitative structure activity
- mental models
- genome sequencing
- data mining
- protein protein interactions
- weakly supervised
- bayesian networks
- structural properties
- data sets
- co occurrence
- learning process
- high dimensional
- learning algorithm