# Limitations of receiver operating characteristic curve on imbalanced data: Assist device mortality risk scores

> Research article (Journal of Thoracic and Cardiovascular Surgery, 2021) · cited 54× · AI/ML

**Wikidata**: [openalex:W3187081201](https://www.wikidata.org/wiki/openalex:W3187081201)  
**Source**: https://4ort.xyz/entity/limitations-of-receiver-operating-characteristic-curve-on-imbalanced-data-assist-device-mortality-risk-scores