A joint model of unpaired data from scRNA-seq and spatial transcriptomics for imputing missing gene expression measurements.
Romain LopezAchille NazaretMaxime LangevinJules SamaranJeffrey RegierMichael I. JordanNir YosefPublished in: CoRR (2019)
Keyphrases
- gene expression
- missing values
- data sets
- input data
- data analysis
- probabilistic model
- missing data
- biological knowledge
- spatial patterns
- gene expression data
- statistical analysis
- data sources
- microarray
- knowledge discovery
- statistical methods
- data points
- network model
- biological processes
- gene expression profiles
- feature space