CovidGAN: Data Augmentation Using Auxiliary Classifier GAN for Improved Covid-19 Detection

Waheed, Abdul; Goyal, Muskan; Gupta, Deepak; Khanna, Ashish; Al-Turjman, Fadi; Rogério Pinheiro, Plácido

doi:10.1109/access.2020.2994762

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CovidGAN: Data Augmentation Using Auxiliary Classifier GAN for Improved Covid-19 Detection

Published in IEEE Access • Jan 1, 2020

Authors:

Abdul Waheed

Muskan Goyal

Deepak Gupta

Abstract

Coronavirus (COVID-19) is a viral disease caused by severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2). The spread of COVID-19 seems to have a detrimental effect on the global economy and health. A positive chest X-ray of infected patients is a crucial step in the battle against COVID-19. ...

Subject

Coronavirus disease 2019 (COVID-19)

Convolutional neural network

Deep learning

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