CLCLSA: Cross-omics linked embedding with contrastive learning and self attention for integration with incomplete multi-omics data.
Chen ZhaoAnqi LiuXiao ZhangXuewei CaoZhengming DingQiuying ShaHui ShenHong-Wen DengWeihua ZhouPublished in: Comput. Biol. Medicine (2024)
Keyphrases
- prior knowledge
- data sets
- raw data
- data analysis
- original data
- learning algorithm
- data distribution
- database
- data quality
- learning process
- missing values
- supervised learning
- missing data
- incomplete data
- noisy data
- high dimensional data
- computer systems
- data collection
- image data
- knowledge discovery
- training data
- data mining
- learning systems
- online learning
- background knowledge
- sensor data
- spatial data
- data mining techniques
- data points
- databases