# Advancing accuracy in breath testing for lung cancer: strategies for improving diagnostic precision in imbalanced data

> Research article (Respiratory Research, 2024) · cited 17× · AI/ML

**Wikidata**: [openalex:W4390909664](https://www.wikidata.org/wiki/openalex:W4390909664)  
**Source**: https://4ort.xyz/entity/advancing-accuracy-in-breath-testing-for-lung-cancer-strategies-for-improving-diagnostic-precision-in-imbalanced-data