Protein Family-Specific Models Using Deep Neural Networks and Transfer Learning Improve Virtual Screening and Highlight the Need for More Data.
Fergus ImrieAnthony R. BradleyMihaela van der SchaarCharlotte M. DeanePublished in: J. Chem. Inf. Model. (2018)
Keyphrases
- transfer learning
- neural network
- data sets
- labeled data
- training data
- data analysis
- probabilistic model
- knowledge discovery
- statistical methods
- machine learning algorithms
- unlabeled data
- data collection
- reinforcement learning
- model selection
- text classification
- semi supervised learning
- data sources
- prior knowledge
- databases