# Systematic auditing is essential to debiasing machine learning in biology

> Research article (Communications Biology, 2021) · cited 38× · AI/ML

**Wikidata**: [openalex:W3126829124](https://www.wikidata.org/wiki/openalex:W3126829124)  
**Source**: https://4ort.xyz/entity/systematic-auditing-is-essential-to-debiasing-machine-learning-in-biology
