# Data augmentation using Generative Adversarial Networks (GANs) for GAN-based detection of Pneumonia and COVID-19 in chest X-ray images

> Research article (Informatics in Medicine Unlocked, 2021) · cited 177× · AI/ML

**Wikidata**: [openalex:W3215969524](https://www.wikidata.org/wiki/openalex:W3215969524)  
**Source**: https://4ort.xyz/entity/data-augmentation-using-generative-adversarial-networks-gans-for-gan-based-detection-of-pneumonia-and-covid-19-in-chest-