# How intra-source imbalanced datasets impact the performance of deep learning for COVID-19 diagnosis using chest X-ray images

> Research article (Scientific Reports, 2023) · cited 11× · AI/ML

**Wikidata**: [openalex:W4388283225](https://www.wikidata.org/wiki/openalex:W4388283225)  
**Source**: https://4ort.xyz/entity/how-intra-source-imbalanced-datasets-impact-the-performance-of-deep-learning-for-covid-19-diagnosis-using-chest-x-ray-im