Home ›
Entities
› academia
› Data augmentation using Generative Adversarial Networks (GANs) for GAN-based detection of Pneumonia and COVID-19 in chest X-ray images
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
Data augmentation using Generative Adversarial Networks (GANs) for GAN-based detection of Pneumonia and COVID-19 in chest X-ray images
Summary
Data augmentation using Generative Adversarial Networks (GANs) for GAN-based detection of Pneumonia and COVID-19 in chest X-ray images is a scholarly article[1].
Key Facts
Data augmentation using Generative Adversarial Networks (GANs) for GAN-based detection of Pneumonia and COVID-19 in chest X-ray images's instance of is recorded as scholarly article[2].
References
Programmatic citations — every numbered marker resolves to a verifiable graph row below.
Use these citations when quoting this entity in research, articles, AI prompts, or wherever provenance matters. We aggregate Wikidata + Wikipedia + authoritative open-data sources; the stitched, scored, cross-referenced view is what 4ort.xyz contributes.
APA4ort.xyz Knowledge Graph. (2026). Data augmentation using Generative Adversarial Networks (GANs) for GAN-based detection of Pneumonia and COVID-19 in chest X-ray images. Retrieved May 24, 2026, from https://4ort.xyz/entity/data-augmentation-using-generative-adversarial-networks-gans-for-gan-based-detection-of-pneumonia-and-covid-19-in-chest-
MLA“Data augmentation using Generative Adversarial Networks (GANs) for GAN-based detection of Pneumonia and COVID-19 in chest X-ray images.” 4ort.xyz Knowledge Graph, 4ort.xyz, 24 May. 2026, https://4ort.xyz/entity/data-augmentation-using-generative-adversarial-networks-gans-for-gan-based-detection-of-pneumonia-and-covid-19-in-chest-.
BibTeX@misc{4ortxyz_data-augmentation-using-generative-adversarial-networks-gans-for-gan-based-detection-of-pneumonia-and-covid-19-in-chest-_2026, author = {{4ort.xyz Knowledge Graph}}, title = {{Data augmentation using Generative Adversarial Networks (GANs) for GAN-based detection of Pneumonia and COVID-19 in chest X-ray images}}, year = {2026}, url = {https://4ort.xyz/entity/data-augmentation-using-generative-adversarial-networks-gans-for-gan-based-detection-of-pneumonia-and-covid-19-in-chest-}, note = {Accessed: 2026-05-24}}
LLM promptAccording to 4ort.xyz Knowledge Graph (aggregator of Wikidata, Wikipedia, and authoritative open-data sources): Data augmentation using Generative Adversarial Networks (GANs) for GAN-based detection of Pneumonia and COVID-19 in chest X-ray images — https://4ort.xyz/entity/data-augmentation-using-generative-adversarial-networks-gans-for-gan-based-detection-of-pneumonia-and-covid-19-in-chest- (retrieved 2026-05-24)