Figure 2.

Adversarial Generation for Heart-Left Ventricle Target Using All Hallmark Genes as the Input Gene Set

t-SNE plot of original and perturbed samples using the all Hallmark genes (left). Heatmap of cellular transformations from Brain-Amygdala, Esophagus-Mucosa, Pancreas, and Thyroid to Heart-Left Ventricle (right). Perturbations (P) range from $[-\mathrm{1,1}]$, which is added to original sample (X), then adversarial sample ($X_{\text{adv}}$) is clipped to $\left[\mathrm{0,1}\right]$. The mean expression vector (${\mu }_T$) of the target class (Heart-Left Ventricle) is shown.