Fixed-Point GAN adds a conditional identity loss to StarGAN, preserving same-domain images and enabling disease detection and localization by subtracting a generated healthy image from the input.
Generative adver- sarial networks for brain lesion detection
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Learning Fixed Points in Generative Adversarial Networks: From Image-to-Image Translation to Disease Detection and Localization
Fixed-Point GAN adds a conditional identity loss to StarGAN, preserving same-domain images and enabling disease detection and localization by subtracting a generated healthy image from the input.