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Network-based de-noising improves prediction from microarray data

BACKGROUND: Prediction of human cell response to anti-cancer drugs (compounds) from microarray data is a challenging problem, due to the noise properties of microarrays as well as the high variance of living cell responses to drugs. Hence there is a strong need for more practical and robust methods...

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Bibliografiska uppgifter
Huvudupphovsmän: Kato, Tsuyoshi, Murata, Yukio, Miura, Koh, Asai, Kiyoshi, Horton, Paul B, Tsuda, Koji, Fujibuchi, Wataru
Materialtyp: Artigo
Språk:Inglês
Publicerad: BioMed Central 2006
Ämnen:
Länkar:https://ncbi.nlm.nih.gov/pmc/articles/PMC1810315/
https://ncbi.nlm.nih.gov/pubmed/16723007
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/1471-2105-7-S1-S4
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