1. P. M. Shah, H. Ullah, R. Ullah, D. Shah, Y. Wang, S. u. Islam, A. Gani and J. J. P. C. Rodrigues, "DC-GAN-based synthetic X-ray images augmentation for increasing the performance of EfficientNet for COVID-19 detection," Expert Systems 2022, no. 39, 2021.
2. An Improved COVID-19 Detection using GAN-Based Data Augmentation and Novel QuNet-Based Classification
3. S. Motamed, P. Rogalla and F. Khalvati, "Data augmentation using Generative Adversarial Networks (GANs) for GAN-based detection of Pneumonia and COVID-19 in chest X-ray images," Informatics in Medicine Unlocked, no. 100779, 2021.
4. Classification of the COVID-19 infected patients using DenseNet201 based deep transfer learning;Jaiswal A.;J. Biomol. Struct. Dyn.,2020
5. E-DiCoNet: Extreme learning machine based classifier for diagnosis of COVID-19 using deep convolutional network;Murugan R.;J. Ambient. Intell. Humaniz. Comput.,2021