# Detection of COVID-19, lung opacity, and viral pneumonia via X-ray using machine learning and deep learning

> Research article (Computers in Biology and Medicine, 2025) · cited 10× · AI/ML

**Wikidata**: [openalex:W4409253100](https://www.wikidata.org/wiki/openalex:W4409253100)  
**Source**: https://4ort.xyz/entity/detection-of-covid-19-lung-opacity-and-viral-pneumonia-via-x-ray-using-machine-learning-and-deep-learning