# Customized VGG19 Architecture for Pneumonia Detection in Chest X-Rays

> Research article (Pattern Recognition Letters, 2021) · cited 222× · AI/ML

**Wikidata**: [openalex:W3120013103](https://www.wikidata.org/wiki/openalex:W3120013103)  
**Source**: https://4ort.xyz/entity/customized-vgg19-architecture-for-pneumonia-detection-in-chest-x-rays