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Predictive Capability of QSAR Models Based on the CompTox Zebrafish Embryo Assays: An Imbalanced Classification Problem

The CompTox Chemistry Dashboard (ToxCast) contains one of the largest public databases on Zebrafish (Danio rerio) developmental toxicity. The data consists of 19 toxicological endpoints on unique 1018 compounds measured in relatively low concentration ranges. The endpoints are related to development...

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Detalles Bibliográficos
Autores principales: Lovrić, Mario, Malev, Olga, Klobučar, Göran, Kern, Roman, Liu, Jay J., Lučić, Bono
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7998177/
https://www.ncbi.nlm.nih.gov/pubmed/33803931
http://dx.doi.org/10.3390/molecules26061617