CLCLSA: Cross-omics Linked embedding with Contrastive Learning and Self Attention for multi-omics integration with incomplete multi-omics data.
Chen ZhaoAnqi LiuXiao ZhangXuewei CaoZhengming DingQiuying ShaHui ShenHong-Wen DengWeihua ZhouPublished in: CoRR (2023)
Keyphrases
- data sets
- prior knowledge
- data collection
- database
- data processing
- data structure
- learning algorithm
- synthetic data
- incomplete data
- data analysis
- learning process
- learning models
- statistical analysis
- multi source
- training data
- original data
- raw data
- spatial data
- missing data
- knowledge acquisition
- neural network
- data points
- data sources
- high dimensional data
- data integration
- databases
- background knowledge
- data distribution
- noisy data
- data quality
- decision trees
- reinforcement learning