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Data Mining the NCI60 to Predict Generalized Cytotoxicity

Elimination of cytotoxic compounds in the early and later stages of drug discovery can help reduce the costs of research and development. Through the application of principal components analysis (PCA), we were able to data mine and prove that ∼89% of the total log GI(50) variance is due to the non-s...

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Detalhes bibliográficos
Main Authors: Lee, Adam C., Shedden, Kerby, Rosania, Gustavo R., Crippen, Gordon M.
Formato: Artigo
Idioma:Inglês
Publicado em: 2008
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC2561991/
https://ncbi.nlm.nih.gov/pubmed/18588283
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1021/ci800097k
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