Biological impact of missing-value imputation on downstream analyses of gene expression profiles.
Sunghee OhDongwan D. KangGuy N. BrockGeorge C. TsengPublished in: Bioinform. (2011)
Keyphrases
- missing values
- gene expression profiles
- yeast cell cycle
- data imputation
- dna microarray
- gene expression
- gene expression patterns
- microarray
- missing data
- gene expression data
- gene expression analysis
- incomplete data
- gene selection
- microarray data
- biological processes
- regulatory networks
- high dimensional data
- molecular biology
- missing data imputation
- multiple imputation
- biological data
- self organizing maps
- imputation methods
- incomplete data sets
- cluster ensemble
- cancer classification
- gene regulatory networks
- decision trees
- protein protein interactions
- database
- biological systems
- image processing
- neural network