The Algorithms' Application In Medical Images Gans' applications

Konferenz: ICMLCA 2021 - 2nd International Conference on Machine Learning and Computer Application
17.12.2021 - 19.12.2021 in Shenyang, China

Tagungsband: ICMLCA 2021

Seiten: 5Sprache: EnglischTyp: PDF

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Autoren:
Chen, Zhihui (High School Student, Camford Royal School, Camford Royal School, Beijing, China)
Hao, Zeyi (Comprehensive Department, Shenzhen University, Shenzhen, China)

Inhalt:
Adversarial networks are commonly used in Image reconstruction, segmentation, detection, classification and cross-modal synthesis. In our research programmer, we studied some basic adversarial networks like Generative Adversarial Network (Gan), Convolutional Neural Networks (CNN) and Deep Neural Network (DNN). As a result, we saw a lot of innovations and applications in different fields, especially in the medical field. Based on our observations, we believe there would be ceaseless new improvements in medicine. To assist the professional researchers, find and quote a variety of papers, we will conduct a review of advances in medicine within adversarial networks in the past few years.