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Incorporating nonlinear relationships in microarray missing value imputation

Microarray gene expression data often contain missing values. Accurate estimation of the missing values is important for down-stream data analyses that require complete data. Nonlinear relationships between gene expression levels have not been well-utilized in missing value imputation. We propose an...

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Bibliographische Detailangaben
Hauptverfasser: Yu, Tianwei, Peng, Hesen, Sun, Wei
Format: Artigo
Sprache:Inglês
Veröffentlicht: 2011
Schlagworte:
Online Zugang:https://ncbi.nlm.nih.gov/pmc/articles/PMC3624752/
https://ncbi.nlm.nih.gov/pubmed/20733236
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1109/TCBB.2010.73
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