Deep neural system for supporting tumor recognition of mammograms using modified GAN

Bartosz Swiderski, Lukasz Gielata, Pawel Olszewski, Stanislaw Osowski, Marcin Kolodziej

Abstract: Highlights•We presented deep CNN system supported by modified GAN for recognition of mammogram images.•We developed special deep architecture for AGAN responsible for enhancing the differences among mammograms.•The results of experiments on large DDSM database have confirmed very high efficiency of system.