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IPM
30
YEARS OLD

“School of Biological Sciences”

Paper   IPM / Biological Sciences / 15263
   School of Biological Sciences
  Title: The Ability of Different Imputation Methods to Preserve the Significant Genes and Pathways in Cancer
  Author(s):
1 . Rosa Aghdam
2 . Taban Baghfalaki
3 . Pegah Khosravi
4 . Elnaz Saberi Ansari
  Status: Published
  Journal: Genomics, proteomics & bioinformatics
  No.: 6
  Vol.: 15
  Year: 2017
  Pages: 396-404
  Supported by: IPM
  Abstract:
Deciphering important genes and pathways from incomplete gene expression data could facilitate a better understanding of cancer. Different imputation methods can be applied to estimate the missing values. In our study, we evaluated various imputation methods for their performance in preserving significant genes and pathways. In the first step, 5

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