Histologic Sheep: Generating Xenohistologic Representations of Cancer for Explainability and Education

Software to accompany the manuscript "Deep Learning Generates Xenohistologic Representations of Cancer for Explainability and Education". This software provides tools for generating synthetic, xenohistologic images to assist with deep learning model explainability and education. Visualizations are generated with a conditional generative adversarial network (cGAN) based on the StyleGAN2 architecture, and an interactive interface is provided for navigating the cGAN latent space and performing both class and layer blending