# Four Types of Multiclass Frameworks for Pneumonia Classification and Its Validation in X-ray Scans Using Seven Types of Deep Learning Artificial Intelligence Models

> Research article (Diagnostics, 2022) · cited 55× · AI/ML

**Wikidata**: [openalex:W4220709008](https://www.wikidata.org/wiki/openalex:W4220709008)  
**Source**: https://4ort.xyz/entity/four-types-of-multiclass-frameworks-for-pneumonia-classification-and-its-validation-in-x-ray-scans-using-seven-types-of-