Integration of scRNA-seq data by disentangled representation learning with condition domain adaptation.
Renjing LiuKun QianXinwei HeHongwei LiPublished in: BMC Bioinform. (2024)
Keyphrases
- domain adaptation
- data sets
- prior knowledge
- data analysis
- multiple sources
- data sources
- active learning
- learning algorithm
- learning process
- database
- source domain
- labeled data
- target domain
- reinforcement learning
- training data
- knowledge discovery
- data distribution
- knowledge transfer
- transfer knowledge
- learning tasks
- test set
- machine learning algorithms
- unsupervised learning
- general purpose
- supervised learning