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Fig. 7 | Genome Biology

Fig. 7

From: MichiGAN: sampling from disentangled representations of single-cell data using generative adversarial networks

Fig. 7

MichiGAN predicts unseen or observed combinations in the large screen sci-Plex data. a Scatter plots of random forest errors’ difference between MichiGAN and β-TCVAE versus delta entropy for MichiGAN with mean representations (left) and sampled representations (right) on the large screen sci-Plex data without three combinations of A549-S1628, K562-S1096 and MCF7-S7259. b UMAP plots of the predicted (green), real (blue) and control (red) cells for 6 predictions of the three missing combinations of MCF7-S1262, MCF7-S1259, and MCF7-S7207. c Random forest errors between MichiGAN and β-TCVAE for MichiGAN with mean representations (left) and sampled representations (right) after selecting held-out combinations with low ΔH

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Genome Biology

ISSN: 1474-760X

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