Synthesis of diagnostic quality cancer pathology images
Adrian Levine, Jason Peng, David Farnell, Mitchell Nursey, Yiping Wang, Julia R. Naso, Hezhen Ren, Hossein Farahani, Colin Chen, Derek S. Chiu, Aline Talhouk, Brandon S. Sheffield, Maziar Riazy, Philip P.C. Ip, Carlos Parra‐Herran, , Ali Bashashati
This study uses GANs to synthesize high-resolution cancer pathology images, showing they are visually indistinguishable from real images and perform as well as real images in diagnostic tasks.
bioRxiv · Feb 24, 2020 · PreprintBioinformatics