Multi-task bioassay pre-training for protein-ligand binding affinity prediction.
Jiaxian YanZhaofeng YeZiyi YangChengqiang LuShengyu ZhangQi LiuJiezhong QiuPublished in: Briefings Bioinform. (2023)
Keyphrases
- multi task
- drug design
- multi task learning
- protein structure prediction
- learning tasks
- multiple tasks
- multitask learning
- mhc class ii
- multi class
- learning problems
- feature selection
- drug discovery
- protein interaction
- protein protein
- sparse learning
- gaussian processes
- transfer learning
- virtual screening
- protein protein interactions
- linear svm
- machine learning algorithms
- image classification
- training set
- dna binding
- data mining
- major histocompatibility complex