Machine learning methods, databases and tools for drug combination prediction.
Lianlian WuYuqi WenDongjin LengQinglong ZhangChong DaiZhongming WangZiqi LiuBowei YanYixin ZhangJing WangSong HeXiaochen BoPublished in: Briefings Bioinform. (2022)
Keyphrases
- machine learning methods
- databases
- machine learning
- statistical methods
- prediction accuracy
- machine learning algorithms
- machine learning approaches
- ensemble methods
- relational databases
- database
- drug design
- decision support
- database systems
- prediction model
- real world
- knowledge discovery
- data integration
- data model
- metadata
- learning algorithm
- end users
- learned knowledge
- physico chemical