Novel Deep Learning Approach to Derive Cytokeratin Expression and Epithelium Segmentation from DAPI

Felix Jakob Segerer, Katharina Nekolla, Lorenz Rognoni +4

Generative Adversarial Networks (GANs) are state of the art for image synthesis. Here, we present dapi2ck, a novel GAN-based approach to synthesize cytokeratin (CK) staining from i…