GeneralizedDTA: combining pre-training and multi-task learning to predict drug-target binding affinity for unknown drug discovery.
Shaofu LinChengyu ShiJianhui ChenPublished in: BMC Bioinform. (2022)
Keyphrases
- data analysis
- multi task learning
- drug discovery
- multi task
- data mining
- gaussian processes
- learning problems
- high order
- learning tasks
- knowledge discovery
- theoretical analysis
- transfer learning
- scientific data
- supervised learning
- machine learning algorithms
- early stage
- learning models
- biological systems
- data mining tools
- learning algorithm