Using Explainable Machine Learning to Predict the Irritation and Corrosivity of Chemicals on Eyes and Skin

Yingxu Liu, Yang Liu, Simeng Zhang, Chen Zeng, Qing Zhang, Yunya Jiang, Xi Yang, Lidan Zheng, Qian Ge,Yanmin Zhang,Yadong Chen, Mengyi Lu,Haichun Liu

Toxicology Letters（2025）

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Key words

Machine learning,Skin corrosion,Eye corrosion,Interpretability analysis,Structural alert

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