Predicting the hazardous dose of industrial chemicals in warm-blooded species using machine learning-based modelling approaches.


The hazardous dose of a chemical (HD50) is an emerging and acceptable test statistic for the safety/risk assessment of chemicals. Since it is derived using the experimental toxicity values of the chemical in several test species, it is highly cumbersome, time and resource intensive. In this study, three machine learning-based QSARs were established for… (More)
DOI: 10.1080/1062936X.2015.1051584


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