Article

GAN-based anomaly detection in multi-modal MRI images

2020-07-12

Abstract excerpt

Generative adversarial networks (GANs) are known to be a powerful tool in order to correct image aberrations, and even predict entirely synthetic images. We describe and demonstrate a method to use GANs trained from multi-modal magnetic resonance images as a 3-channel input. The training of the generative network was performed using only healthy images together with pseudo-random irregular masks. The dataset consi...

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Literature Corpus work: 9579654c-2a5b-53b3-b7f2-d47aafc4bd9a
DOI: 10.1101/2020.07.10.197087

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