Weighted Feature Significance: A Simple, Interpretable Model of Compound Toxicity Based on the Statistical Enrichment of Structural Features

In support of the U.S. Tox21 program, we have developed a simple and chemically intuitive model we call weighted feature significance (WFS) to predict the toxicological activity of compounds, based on the statistical enrichment of structural features in toxic compounds. We trained and tested the mod...

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Main Authors: Huang, Ruili, Southall, Noel, Xia, Menghang, Cho, Ming-Hsuang, Jadhav, Ajit, Nguyen, Dac-Trung, Inglese, James, Tice, Raymond R., Austin, Christopher P.
格式: Artigo
語言:Inglês
出版: Oxford University Press 2009
主題:
IN VITRO Toxicology and Alternative Testing
在線閱讀:https://ncbi.nlm.nih.gov/pmc/articles/PMC2777082/
https://ncbi.nlm.nih.gov/pubmed/19805409
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1093/toxsci/kfp231
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