# Low-cost thermal imaging with machine learning for non-invasive diagnosis and therapeutic monitoring of pneumonia

> Research article (Infrared Physics & Technology, 2022) · cited 29× · AI/ML

**Wikidata**: [openalex:W4280585051](https://www.wikidata.org/wiki/openalex:W4280585051)  
**Source**: https://4ort.xyz/entity/low-cost-thermal-imaging-with-machine-learning-for-non-invasive-diagnosis-and-therapeutic-monitoring-of-pneumonia