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Modeling Epoxidation of Drug-like Molecules with a Deep Machine Learning Network

[Image: see text] Drug toxicity is frequently caused by electrophilic reactive metabolites that covalently bind to proteins. Epoxides comprise a large class of three-membered cyclic ethers. These molecules are electrophilic and typically highly reactive due to ring tension and polarized carbon–oxyge...

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Detalles Bibliográficos
Autores principales: Hughes, Tyler B., Miller, Grover P., Swamidass, S. Joshua
Formato: Online Artículo Texto
Lenguaje:English
Publicado: American Chemical Society 2015
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4827534/
https://www.ncbi.nlm.nih.gov/pubmed/27162970
http://dx.doi.org/10.1021/acscentsci.5b00131