AGImpute: imputation of scRNA-seq data based on a hybrid GAN with dropouts identification.
Xiaoshu ZhuShuang MengGaoshi LiJian-Xin WangXiaoqing PengPublished in: Bioinform. (2024)
Keyphrases
- data sets
- missing data
- missing values
- data sources
- database
- databases
- training data
- application domains
- image data
- sensor data
- data collection
- data processing
- original data
- raw data
- spatial data
- high dimensional data
- input data
- small number
- probability distribution
- data analysis
- statistical analysis
- nearest neighbor
- high dimensional
- image processing
- information systems
- data quality
- complex data
- incomplete data
- historical data