Dealing with missing values in large-scale studies: microarray data imputation and beyond.
Tero AittokallioPublished in: Briefings Bioinform. (2010)
Keyphrases
- data imputation
- microarray
- missing values
- gene expression
- high throughput
- missing data
- gene expression data
- microarray analysis
- microarray data
- high throughput technologies
- high dimensionality
- gene selection
- gene expression profiling
- gene ontology
- high dimensional data
- gene expression analysis
- gene expression profiles
- incomplete data
- real world
- microarray datasets
- biological data
- microarray images
- imputation methods
- biological networks
- machine learning