# Exploring the effect of image enhancement techniques on COVID-19 detection using chest X-ray images

> Research article (Computers in Biology and Medicine, 2021) · cited 1,107× · AI/ML

**Wikidata**: [openalex:W3135057764](https://www.wikidata.org/wiki/openalex:W3135057764)  
**Source**: https://4ort.xyz/entity/exploring-the-effect-of-image-enhancement-techniques-on-covid-19-detection-using-chest-x-ray-images