# Machine learning-assisted prediction of pneumonia based on non-invasive measures

> Research article (Frontiers in Public Health, 2022) · cited 25× · AI/ML

**Wikidata**: [openalex:W4288447278](https://www.wikidata.org/wiki/openalex:W4288447278)  
**Source**: https://4ort.xyz/entity/machine-learning-assisted-prediction-of-pneumonia-based-on-non-invasive-measures