# Assessing and mitigating the effects of class imbalance in machine learning with application to X-ray imaging

> Research article (International Journal of Computer Assisted Radiology and Surgery, 2020) · cited 57× · AI/ML

**Wikidata**: [openalex:W3089158044](https://www.wikidata.org/wiki/openalex:W3089158044)  
**Source**: https://4ort.xyz/entity/assessing-and-mitigating-the-effects-of-class-imbalance-in-machine-learning-with-application-to-x-ray-imaging