2830 search results - page 113 / 566 » Extraction of informative genes from microarray data |
142
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BMCBI
2010
15 years 1 months ago
2010
Background: Most genomic data have ultra-high dimensions with more than 10,000 genes (probes). Regularization methods with L1 and Lp penalty have been extensively studied in survi...
125
Voted
BIBE
2007
IEEE
15 years 7 months ago
2007
IEEE
Recent research has demonstrated the utility of using supervised classification systems for automatic identification of low quality microarray data. However, this approach requires...
145
Voted
BMCBI
2011
14 years 10 months ago
2011
Background: Discovery of biomarkers that are correlated with therapy response and thus with survival is an important goal of medical research on severe diseases, e.g. cancer. Freq...
109
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BMCBI
2007
15 years 3 months ago
2007
Background: Recent research examining cross-platform correlation of gene expression intensities has yielded mixed results. In this study, we demonstrate use of a correction factor...
108
Voted
BMCBI
2006
15 years 3 months ago
2006
Background: Recently several statistical methods have been proposed to identify genes with differential expression between two conditions. However, very few studies consider the p...