The application of artificial intelligence-generated content in ophthalmology education by Yinzongxiao Wang, Yun Zhao, Jia Li

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Super-Resolution of Medical Images Using Real ESRGAN by Priyanka Nandal, Sudesh Pahal, Ashish Khanna, Placido Rogerio Pinheiro

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RegCGAN: Resampling with Regularized CGAN for Imbalanced Big Data Problem by Liwen Xu, Ximeng Wang

Subjects: “…conditional generative adversarial network…”
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Single Fringe Phase Retrieval for Translucent Object Measurements Using a Deep Convolutional Generative Adversarial Network by Jiayan He, Yuanchang Huang, Juhao Wu, Yadong Tang, Wenlong Wang

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DPN-GAN: Inducing Periodic Activations in Generative Adversarial Networks for High-Fidelity Audio Synthesis by Zeeshan Ahmad, Shudi Bao, Meng Chen

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ESeismic-GAN: A Generative Model for Seismic Events From Cotopaxi Volcano by Felipe Grijalva, Washington Ramos, Noel Perez, Diego Benitez, Roman Lara, Mario Ruiz

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Improving Artificial Intelligence–based Microbial Keratitis Screening Tools Constrained by Limited Data Using Synthetic Generation of Slit-Lamp Photos by Daniel Wang, BA, Bonnie Sklar, MD, James Tian, MD, Rami Gabriel, MD, Matthew Engelhard, MD, PhD, Ryan P. McNabb, PhD, Anthony N. Kuo, MD

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Generate medical synthetic data based on generative adversarial network by Xiayu XIANG, Jiahui WANG, Zirui WANG, Shaoming DUAN, Hezhong PAN, Rongfei ZHUANG, Peiyi HAN, Chuanyi LIU

Subjects: “…generative adversarial network…”
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Applications of generative artificial intelligence in outcome prediction in intensive care medicine—a scoping review by Tanja Stamm, Tanja Stamm, Mohamed Bader-El-Den, James McNicholas, Jim Briggs, Peng Zhao

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Efficient dataset extension using generative networks for assessing degree of coating degradation around scribe by Dominik Stursa, Pavel Rozsival, Petr Dolezel

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Exploring Progress in Text-to-Image Synthesis: An In-Depth Survey on the Evolution of Generative Adversarial Networks by Md Ahsan Habib, Md Anwar Hussen Wadud, Md Fazlul Karim Patwary, Mohammad Motiur Rahman, M. F. Mridha, Yuichi Okuyama, Jungpil Shin

Subjects: “…Generative adversarial networks…”
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Data augmentation scheme for federated learning with non-IID data by Lingtao TANG, Di WANG, Shengyun LIU

Subjects: “…federated learning;Non-IID;generative adversarial network;differential privacy;data augmentation…”
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DeepB3P: A transformer-based model for identifying blood-brain barrier penetrating peptides with data augmentation using feedback GAN by Qiang Tang, Wei Chen

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Testing Deep Learning Recommender Systems Models on Synthetic GAN-Generated Datasets by Jesús Bobadilla, Abraham Gutiérrez

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VG-CGARN: Video Generation Using Convolutional Generative Adversarial and Recurrent Networks by Fatemeh Sobhani Manesh, Amin Nazari, Muharram Mansoorizadeh, MirHossein Dezfoulian

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Precision Denoising in Medical Imaging via Generative Adversarial Network-Aided Low-Noise Discriminator Technique by Turki M. Alanazi, Paolo Mercorelli

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A Data-Driven Approach for Generating Synthetic Load Profiles with GANs by Tsvetelina Kaneva, Irena Valova, Katerina Gabrovska-Evstatieva, Boris Evstatiev

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Bank data protection and fraud identification based on improved adaptive federated learning and WGAN by Yunjiao Zheng

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Enhancing Negative Film Colorization through Systematic CycleGAN Architectural Modifications: A Comprehensive Analysis of Generator and Discriminator Performance by Khaulyca Arva Artemysia Khaulyca, Arief Suryadi Satyawan Arief, Mokhammad Mirza Etnisa Haqiqi Mirza, Helfy Susilawati Helfy, Beni Wijaya Beni, Sani Moch Sopian Sani, Muhammad Ikbal Shamie Ikbal, Firman Firman

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Enhancing Internet Traffic Forecasting in MEC Environments With 5GT-Trans: Leveraging Synthetic Data and Transformer-Based Models by Ravi Shankar Shukla, Abdulrahman M. Alatawi

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