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Low-Dose CT Image Denoising Using a Generative Adversarial Network With Wasserstein Distance and Perceptual Loss 由 Qingsong Yang, Pingkun Yan, Yanbo Zhang, Hengyong Yu, Yongyi Shi, Xuanqin Mou, Mannudeep K. Kalra, Yi Zhang, Ling Sun, Ge Wang

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Sharpness-Aware Low-Dose CT Denoising Using Conditional Generative Adversarial Network 由 Yi Xin, Paul Babyn

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Semi-supervised Assessment of Incomplete LV Coverage in Cardiac MRI Using Generative Adversarial Nets 由 Le Zhang, Ali Gooya, Alejandro F. Frangi

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CytoGAN: Generative Modeling of Cell Images 由 Peter Goldsborough, Nick Pawlowski, Juan Carlos Caicedo, Shantanu Singh, Anne E. Carpenter

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Generating and designing DNA with deep generative models 由 Nathan Killoran, Leo J. Lee, Andrew Delong, David Duvenaud, Brendan J. Frey

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3D conditional generative adversarial networks for high-quality PET image estimation at low dose 由 Yan Wang, Biting Yu, Lei Wang, Chen Zu, David S. Lalush, Weili Lin, Xi Wu, Jiliu Zhou, Dinggang Shen, Luping Zhou

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cC-GAN: A Robust Transfer-Learning Framework for HEp-2 Specimen Image Segmentation 由 Yuexiang Li, Linlin Shen

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Unsupervised Domain Adaptation for Facial Expression Recognition Using Generative Adversarial Networks 由 Xiaoqing Wang, Xiangjun Wang, Yubo Ni

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Synthesizing Missing PET from MRI with Cycle-consistent Generative Adversarial Networks for Alzheimer’s Disease Diagnosis 由 Yongsheng Pan, Mingxia Liu, Chunfeng Lian, Tao Zhou, Yong Xia, Dinggang Shen

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Conditional generative adversarial network for gene expression inference 由 Xiaoqian Wang, Kamran Ghasedi Dizaji, Heng Huang

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Detection of exudates in fundus photographs with imbalanced learning using conditional generative adversarial network 由 Rui Zheng, Lei Liu, Shulin Zhang, Chun Zheng, Filiz Bunyak, Ronald X. Xu, Bin Li, Mingzhai Sun

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Skin Lesion Synthesis with Generative Adversarial Networks 由 Alceu Bissoto, Fábio Perez, Eduardo Valle, Sandra Avila

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PGANs: Personalized Generative Adversarial Networks for ECG Synthesis to Improve Patient-Specific Deep ECG Classification 由 Tomer Golany, Kira Radinsky

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Generative Adversarial Networks for the Creation of Realistic Artificial Brain Magnetic Resonance Images 由 Kazuhiro Koshino, Rudolf A. Werner, Fujio Toriumi, Mehrbod S. Javadi, Martin G. Pomper, Lilja B. Sólnes, Franco Verde, Takahiro Higuchi, Steven P. Rowe

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WGAN-Based Synthetic Minority Over-Sampling Technique: Improving Semantic Fine-Grained Classification for Lung Nodules in CT Images 由 Qingfeng Wang, Xuehai Zhou, Chao Wang, Zhiqin Liu, Jun Huang, Ying Zhou, Changlong Li, Hang Zhuang, Jie‐Zhi Cheng

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Data Augmentation for X-Ray Prohibited Item Images Using Generative Adversarial Networks 由 Jinfeng Yang, Zihao Zhao, Haigang Zhang, Yihua Shi

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Identity-Free Facial Expression Recognition using conditional Generative Adversarial Network 由 Jie Cai, Zibo Meng, Ahmed Shehab Khan, Zhiyuan Li, James O’Reilly, Shizhong Han, Yan Tong

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Electrocardiogram generation with a bidirectional LSTM-CNN generative adversarial network 由 Fei Zhu, Fei Ye, Yuchen Fu, Quan Liu, Bairong Shen

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Accurate colorectal tumor segmentation for CT scans based on the label assignment generative adversarial network 由 Xiaoming Liu, Shuxu Guo, Huimao Zhang, Kan He, Shengnan Mu, Yu Guo, Xueyan Li

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Generative adversarial network based regularized image reconstruction for PET 由 Zhaoheng Xie, Reheman Baikejiang, Tiantian Li, Xuezhu Zhang, Kuang Gong, Mengxi Zhang, Wenyuan Qi, Evren Asma, Jinyi Qi

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