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Missing value imputation for microarray data: a comprehensive comparison study and a web tool

BACKGROUND: Microarray data are usually peppered with missing values due to various reasons. However, most of the downstream analyses for microarray data require complete datasets. Therefore, accurate algorithms for missing value estimation are needed for improving the performance of microarray data...

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Autors principals: Chiu, Chia-Chun, Chan, Shih-Yao, Wang, Chung-Ching, Wu, Wei-Sheng
Format: Artigo
Idioma:Inglês
Publicat: BioMed Central 2013
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Accés en línia:https://ncbi.nlm.nih.gov/pmc/articles/PMC4028811/
https://ncbi.nlm.nih.gov/pubmed/24565220
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/1752-0509-7-S6-S12
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