Article

Adversarial Learning for MRI Reconstruction and Classification of Cognitively Impaired Individuals

2023-11-20

Abstract excerpt

Game theory-inspired deep learning using a generative adversarial network provides an environment to competitively interact and accomplish a goal. In the context of medical imaging, most work has focused on achieving single tasks such as improving image resolution, segmenting images, and correcting motion artifacts. We present a dual-objective adversarial learning framework that simultaneously (1) reconstructs hig...

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Literature Corpus work: 67d33db9-4400-510c-9270-209d379da87f
DOI: 10.1101/2023.11.13.23298477

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