Cellular State Transformations using Generative Adversarial Networks

Colin Targonski, Benjamin T. Shealy, Melissa C. Smith +1

We introduce a novel method to unite deep learning with biology by which generative adversarial networks (GANs) generate transcriptome perturbations and reveal condition-defining g…