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Efficient technique of microarray missing data imputation using clustering and weighted nearest neighbour
For most bioinformatics statistical methods, particularly for gene expression data classification, prognosis, and prediction, a complete dataset is required. The gene sample value can be missing due to hardware failure, software failure, or manual mistakes. The missing data in gene expression resear...
| Autores principales: | , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
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Nature Publishing Group UK
2021
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| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8692342/ https://www.ncbi.nlm.nih.gov/pubmed/34934107 http://dx.doi.org/10.1038/s41598-021-03438-x |