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A hybrid imputation approach for microarray missing value estimation

BACKGROUND: Missing data is an inevitable phenomenon in gene expression microarray experiments due to instrument failure or human error. It has a negative impact on performance of downstream analysis. Technically, most existing approaches suffer from this prevalent problem. Imputation is one of the...

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Wedi'i Gadw mewn:
Manylion Llyfryddiaeth
Cyhoeddwyd yn:BMC Genomics
Prif Awduron: Li, Huihui, Zhao, Changbo, Shao, Fengfeng, Li, Guo-Zheng, Wang, Xiao
Fformat: Artigo
Iaith:Inglês
Cyhoeddwyd: BioMed Central 2015
Pynciau:
Mynediad Ar-lein:https://ncbi.nlm.nih.gov/pmc/articles/PMC4547405/
https://ncbi.nlm.nih.gov/pubmed/26330180
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/1471-2164-16-S9-S1
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