Skip to main content
Fig. 7 | BMC Bioinformatics

Fig. 7

From: Automated annotation of rare-cell types from single-cell RNA-sequencing data through synthetic oversampling

Fig. 7

Validation of the sc-SynO model for the second use case of proliferative cardiomyocyte annotation. a UMAP representation of the manually clustered single-nuclei dataset of Linscheid et al. [18]. Predicted cells of sc-SynO are highlighted in blue (based on top 20 selected features in the training model), red (based on top 100 selected features in the training model) cells not chosen are grey. b UMAP representation of the manually clustered dataset of Vidal et al. [16]. Predicted cells of sc-SynO are highlighted in blue (based on top 20 selected features in the training model), red (based on top 100 selected features in the training model) cells not chosen are grey. c Average expression of the respective top five proliferative cardiomyocyte marker genes for both validation sets, including the predicted clusters and those in proximity

Back to article page