Improving missing value imputation of microarray data by using spot quality weights.
Peter JohanssonJari HäkkinenPublished in: BMC Bioinform. (2006)
Keyphrases
- missing values
- microarray data
- data imputation
- missing data
- microarray
- gene expression
- gene selection
- meta analysis
- gene expression data
- data sets
- high dimensional
- missing data imputation
- microarray gene expression data
- incomplete data
- feature selection
- differentially expressed genes
- imputation methods
- incomplete data sets
- cluster analysis
- gene sets
- gene networks
- microarray datasets
- microarray data analysis
- high dimensional data
- small number of samples
- biologically meaningful
- microarray classification
- gene expression profiles
- gene clusters
- dna microarray data
- multiple imputation
- high dimensionality
- neural network
- database