Fig. 1: Evaluation of the scGAN-generated PBMC cells. | Nature Communications

Fig. 1: Evaluation of the scGAN-generated PBMC cells.

From: Realistic in silico generation and augmentation of single-cell RNA-seq data using generative adversarial networks

Fig. 1

a–c t-SNE visualization of the Louvain-clustered real cells (a) and the NKG7 gene expression in real (b) and scGAN-generated (c) cells. d Pearson correlation of marker genes for the scGAN-generated (bottom left) and the real (upper right) data. e Cross-validation ROC curve (true positive rate against false positive rate) of an RF classifying real and generated cells (scGAN in blue, chance-level in gray).

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