Microscopic Fluorescence In Situ Hybridization (FISH) Image Synthesis with Generative Adversarial Networks

2021 29th Signal Processing and Communications Applications Conference (SIU)(2021)

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摘要
One of the most important problems in biomedical image analysis is the low amount of data and the cost of accessing to the marked data by researchers. In order to provide a solution to this problem, microscopic fluorescence in situ hybridization (FISH) images are synthesized with generative adversarial network in this paper. The generative adversarial network is trained to synthesize FISH images f...
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关键词
Fish,Generative adversarial networks,Biomedical imaging,Microscopy,Image synthesis,Fluorescence,Image segmentation
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