Unpaired Brain MR-to-CT Synthesis using a Structure-Constrained CycleGAN

12 Sep 2018Heran YangJian SunAaron CarassCan ZhaoJunghoon LeeZongben XuJerry Prince

The cycleGAN is becoming an influential method in medical image synthesis. However, due to a lack of direct constraints between input and synthetic images, the cycleGAN cannot guarantee structural consistency between these two images, and such consistency is of extreme importance in medical imaging... (read more)

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