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Prediction of developmental chemical toxicity based on gene networks of human embryonic stem cells

Predictive toxicology using stem cells or their derived tissues has gained increasing importance in biomedical and pharmaceutical research. Here, we show that toxicity category prediction by support vector machines (SVMs), which uses qRT-PCR data from 20 categorized chemicals based on a human embryo...

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Detalhes bibliográficos
Publicado no:Nucleic Acids Res
Main Authors: Yamane, Junko, Aburatani, Sachiyo, Imanishi, Satoshi, Akanuma, Hiromi, Nagano, Reiko, Kato, Tsuyoshi, Sone, Hideko, Ohsako, Seiichiroh, Fujibuchi, Wataru
Formato: Artigo
Idioma:Inglês
Publicado em: Oxford University Press 2016
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Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC4937330/
https://ncbi.nlm.nih.gov/pubmed/27207879
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1093/nar/gkw450
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