Generative Adversarial Networks for the Synthesis of Chest X-ray Images

Generative Adversarial Networks for the Synthesis of Chest X-ray Images

One way to diagnose COVID-19 is to use the Polymerase Chain Reaction (PCR) test. However, this test is rather invasive. An alternative would be to use chest images of the patients to diagnose if the patient has COVID-19. These chest X-ray images have to be manually annotated by a medical professiona...

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Bibliographic Details
Main Authors: Mai Feng Ng, Carol Anne Hargreaves
Format: Article
Language:English
Published: MDPI AG 2023-01-01
Series:Engineering Proceedings
Subjects:
COVID-19
chest X-rays
Generative Adversarial Networks (GANs)
synthetic images
Deep Convolutional Generative Adversarial Networks (DCGAN)
Wasserstein Generative Adversarial Networks with gradient penalty (WGAN-GP)
Online Access:https://www.mdpi.com/2673-4591/31/1/84

Internet

https://www.mdpi.com/2673-4591/31/1/84

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