Prediction of skin sensitization potency using machine learning approaches
نویسندگان
چکیده
منابع مشابه
Prediction of skin sensitization potency using machine learning approaches.
The replacement of animal use in testing for regulatory classification of skin sensitizers is a priority for US federal agencies that use data from such testing. Machine learning models that classify substances as sensitizers or non-sensitizers without using animal data have been developed and evaluated. Because some regulatory agencies require that sensitizers be further classified into potenc...
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ژورنال
عنوان ژورنال: Journal of Applied Toxicology
سال: 2017
ISSN: 0260-437X
DOI: 10.1002/jat.3424