Evaluating the effect of various background correction methods regarding noise reduction, in two-channel microarray data.
Emmanouil G. SifakisAndriana PrentzaDimitris KoutsourisAristotelis A. ChatziioannouPublished in: Comput. Biol. Medicine (2012)
Keyphrases
- noise reduction
- microarray data
- signal to noise ratio
- small number of samples
- microarray
- edge detection
- edge preserving
- microarray data analysis
- machine learning methods
- cluster analysis
- high dimensional
- biologically meaningful
- gene expression
- statistically significant
- feature space
- noisy environments
- microarray datasets
- meta analysis
- gene networks
- data sets