Single-cell multi-omics integration for unpaired data by a siamese network with graph-based contrastive loss.
Chaozhong LiuLinhua WangZhandong LiuPublished in: BMC Bioinform. (2023)
Keyphrases
- data sets
- data collection
- network structure
- raw data
- experimental data
- data processing
- computer systems
- data quality
- synthetic data
- end users
- data sources
- data analysis
- information loss
- data structure
- database
- original data
- central server
- network resources
- graph model
- statistical methods
- sensor data
- missing data
- anomaly detection
- databases