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Updated: Jan 31, 2026

Wideband Optical Detector of Ultrasound for Medical Imaging Applications
Published on: May 11, 2014
[Applications of generative adversarial networks in medical image processing]
Dan Pan1, Longfei Jia2, An Zeng3
1Modern Education Technology Center, Guangdong Construction Polytechnic, Guangzhou 510440, P.R.China;Guangzhou Benzhen Networks Technology Co. Ltd., Guangzhou 510000, P.R.China.
Abstract:
In recent years, researchers have introduced various methods in many domains into medical image processing so that its effectiveness and efficiency can be improved to some extent. The applications of generative adversarial networks (GAN) in medical image processing are evolving very fast. In this paper, the state of the art in this area has been reviewed. Firstly, the basic concepts of the GAN were introduced. And then, from the perspectives of the medical image denoising, detection, segmentation, synthesis, reconstruction and classification, the applications of the GAN were summarized. Finally, prospects for further research in this area were presented.
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