210 search results - page 3 / 42 » Integrative missing value estimation for microarray data |
BIOINFORMATICS
2007
13 years 5 months ago
2007
Motivation: Clustering technique is used to find groups of genes that show similar expression patterns under multiple experimental conditions. Nonetheless, the results obtained by...
BMCBI
2007
2007
Missing channels in two-colour microarray experiments: Combining single-channel and two-channel data
13 years 5 months ago
Background: There are mechanisms, notably ozone degradation, that can damage a single channel of two-channel microarray experiments. Resulting analyses therefore often choose betw...
BMCBI
2006
13 years 5 months ago
2006
Background: Microarray technology has become popular for gene expression profiling, and many analysis tools have been developed for data interpretation. Most of these tools requir...
BMCBI
2008
13 years 5 months ago
2008
Background: Missing values frequently pose problems in gene expression microarray experiments as they can hinder downstream analysis of the datasets. While several missing value i...
BMCBI
2007
13 years 5 months ago
2007
Background: DNA microarray experiments are conducted in logical sets, such as time course profiling after a treatment is applied to the samples, or comparisons of the samples unde...