A shape-transfer GAN converts bSSFP cine images into synthetic LGE images while preserving heart shape, letting a segmentor trained on synthetic LGE segment real LGE images without LGE labels.
Unpaired image-to-image translation using cycle-consistent adversarial networks
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Segmentation of Multimodal Myocardial Images Using Shape-Transfer GAN
A shape-transfer GAN converts bSSFP cine images into synthetic LGE images while preserving heart shape, letting a segmentor trained on synthetic LGE segment real LGE images without LGE labels.