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Low-Dose CT Image Denoising Using a Generative Adversarial Network With Wasserstein Distance and Perceptual Loss de réir 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 de réir Yi Xin, Paul Babyn

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

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

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Generating and designing DNA with deep generative models de réir 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 de réir 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 de réir Yuexiang Li, Linlin Shen

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Unsupervised Domain Adaptation for Facial Expression Recognition Using Generative Adversarial Networks de réir 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 de réir Yongsheng Pan, Mingxia Liu, Chunfeng Lian, Tao Zhou, Yong Xia, Dinggang Shen

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Conditional generative adversarial network for gene expression inference de réir 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 de réir 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 de réir 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 de réir Tomer Golany, Kira Radinsky

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Generative Adversarial Networks for the Creation of Realistic Artificial Brain Magnetic Resonance Images de réir 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 de réir 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 de réir Jinfeng Yang, Zihao Zhao, Haigang Zhang, Yihua Shi

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Identity-Free Facial Expression Recognition using conditional Generative Adversarial Network de réir 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 de réir 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 de réir 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 de réir Zhaoheng Xie, Reheman Baikejiang, Tiantian Li, Xuezhu Zhang, Kuang Gong, Mengxi Zhang, Wenyuan Qi, Evren Asma, Jinyi Qi

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