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3 Result(s)

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  1. No Access

    Chapter and Conference Paper

    Data Augmentation Using Auxiliary Classifier Generative Adversarial Networks

    Computer-aided diagnosis technology based on convolutional neural networks (CNN) is one of the focuses of medical imaging research. However, it is not easy to obtain medical image data, which brings great diff...

    Zhengzheng Guo, Lixin Zheng, Liangling Ye… in Proceedings of 2021 Chinese Intelligent Sy… (2022)

  2. No Access

    Chapter and Conference Paper

    Pneumonia Image Classification Method Based on Deep Learning

    In recent years, artificial intelligence technology has been widely used in the field of image classification of pneumonia. Although convolutional neural networks with deeper layers and more complex structures...

    Chaopeng Yang, Lixin Zheng, Liangling Ye… in Proceedings of 2021 Chinese Intelligent Sy… (2022)

  3. No Access

    Chapter and Conference Paper

    Image Classification Based on Transfer Learning and Image Expansion and Its Application

    Pneumonia is the main infectious cause of death in children under five. At present, facing a large number of patients and scarce imaging experts, rapid diagnosis of pneumonia is particularly urgent. As the tex...

    Haonan Wang, Lixin Zheng, Liangling Ye… in Proceedings of 2021 Chinese Intelligent Sy… (2022)