# Handling class imbalance in COVID-19 chest X-ray images classification: Using SMOTE and weighted loss

> Research article (Applied Soft Computing, 2022) · cited 80× · AI/ML

**Wikidata**: [openalex:W4293483488](https://www.wikidata.org/wiki/openalex:W4293483488)  
**Source**: https://4ort.xyz/entity/handling-class-imbalance-in-covid-19-chest-x-ray-images-classification-using-smote-and-weighted-loss