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Abstract #3747

Adipose Tissue Evaluation in Economic Fish with MRI Imaging Translation via Conditional Generative Adversarial Networks

rui nian1,2, shuang kong1, shichang zhang*1, xiaoyu li1, and qiang yuan1

1Ocean University of China, qingdao, China, 2Radiology Department,Bosto Children's Hospital; and Harvard Medical School, Boston, MA, United States

High presence of excess fat makes strong implications in obesity and its complications. High-fat diet could trigger fat accumulation. In this paper, we investigated and developed one quantitative online assessment strategy for adipose tissues in economic fish with Conditional Generative Adversarial Networks (CGAN) by means of magnetic resonance imaging (MRI), which could automatically help insights into the morphology of the adipose tissues in fish.

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