Fig. 2: GAN training and synthetic biopsy image generation pipeline.

A Workflow for needle biopsy images that were used in developing the training database to be used in the GAN. Images were normalized, then fed into the GAN, and then assessed for quality. B Example original and synthetic histology images generated for prostate cancer needle biopsies.