# Review on Pneumonia Image Detection: A Machine Learning Approach

> Research article (Human-Centric Intelligent Systems, 2022) · cited 54× · AI/ML

**Wikidata**: [openalex:W4225369977](https://www.wikidata.org/wiki/openalex:W4225369977)  
**Source**: https://4ort.xyz/entity/review-on-pneumonia-image-detection-a-machine-learning-approach