130 search results - page 3 / 26 » A meta-data based method for DNA microarray imputation |
97
Voted
BMCBI
2005
14 years 9 months ago
2005
Background: A common feature of microarray experiments is the occurence of missing gene expression data. These missing values occur for a variety of reasons, in particular, becaus...
BIBE
2007
IEEE
14 years 11 months ago
2007
IEEE
—DNA microarray technologies provide means for monitoring in the order of tens of thousands of gene expression levels quantitatively and simultaneously. However data generated in...
ICIP
2009
IEEE
15 years 10 months ago
2009
IEEE
The DNA microarray images allow to analyze the natural gene expressions. In this paper we propose an advanced method to efficiently address the imaging storage as well as the perf...
123
Voted
BIBE
2008
IEEE
14 years 9 months ago
2008
IEEE
This paper presents a novel method for DNA microarray gridding based on Support Vector Machine (SVM) classifiers. It employs a set of soft-margin SVMs to estimate the lines of the ...
BMCBI
2007
14 years 9 months ago
2007
Background: Three-color microarray experiments can be performed to assess drug effects on the genomic scale. The methodology may be useful in shortening the cycle, reducing the co...