COVID-19 Disease Prediction Using Generative Adversarial Networks with Convolutional Neural Network (GANs-CNN) Model

Author:

Anil Kumar Kakelli,Neupane Binamra,Malla Saugat,Pandey Durga Prasad

Publisher

Springer Nature Switzerland

Reference10 articles.

1. D. Qatar University, Qatar, and the University of Dhaka, Bangladesh, “COVID-19 Radiography Dataset, 29 May 2021. https://www.kaggle.com/datasets/preetviradiya/covid19-radiography-dataset

2. Gunasinghe, A.D., Aponso, A.C., Thirimanna, H.: Early prediction of lung diseases. In: 2019 IEEE 5th International Conference for Convergence in Technology (I2CT), pp. 1–4, March 2019

3. Bharati, S., Podder, P., Mondal, M.R.H.: Hybrid deep learning for detecting lung diseases from X-ray images. Inform. Med. Unlocked 20, 100391 (2020)

4. Prabha, B., Kaur, S., Singh, J., Nandankar, P., Jain, S.K., Pallathadka, H.: Intelligent predictions of Covid disease based on Lung CT images using machine learning strategy. Mater. Today Proc. 63 (2021)

5. Darji, P.A., Nayak, N.R., Ganavdiya, S., Batra, N., Guhathakurta, R.: Feature extraction with capsule network for the COVID-19 disease prediction through X-ray images. Mater. Today Proc. 56, 3556–3560 (2022)

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