# COVID-19: Automatic detection from X-ray images by utilizing deep learning methods

> Research article (Expert Systems with Applications, 2021) · cited 104× · AI/ML

**Wikidata**: [openalex:W3136753563](https://www.wikidata.org/wiki/openalex:W3136753563)  
**Source**: https://4ort.xyz/entity/covid-19-automatic-detection-from-x-ray-images-by-utilizing-deep-learning-methods