Unsupervised Medical Image Translation Using Cycle-MedGAN

no code implementations • 8 Mar 2019 • Karim Armanious, Chenming Jiang, Sherif Abdulatif, Thomas Küstner, Sergios Gatidis, Bin Yang

The proposed framework utilizes new non-adversarial cycle losses which direct the framework to minimize the textural and perceptual discrepancies in the translated images.

Image-to-Image Translation Translation

MedGAN: Medical Image Translation using GANs

no code implementations • 17 Jun 2018 • Karim Armanious, Chenming Jiang, Marc Fischer, Thomas Küstner, Konstantin Nikolaou, Sergios Gatidis, Bin Yang

Image-to-image translation is considered a new frontier in the field of medical image analysis, with numerous potential applications.

Image Denoising Image-to-Image Translation +2