# Machine-learning based prediction models for assessing skin irritation and corrosion potential of liquid chemicals using physicochemical properties by XGBoost

> Research article (Toxicological Research, 2023) · cited 20× · AI/ML

**Wikidata**: [openalex:W4317722027](https://www.wikidata.org/wiki/openalex:W4317722027)  
**Source**: https://4ort.xyz/entity/machine-learning-based-prediction-models-for-assessing-skin-irritation-and-corrosion-potential-of-liquid-chemicals-using