1526 search results - page 11 / 306 » Classification of microarray data using gene networks |
BIBM
2008
IEEE
15 years 6 months ago
2008
IEEE
Using microarray technology for genetic analysis in biological experiments requires computationally intensive tools to interpret results. The main objective here is to develop a â...
107
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BMCBI
2005
14 years 11 months ago
2005
Background: Molecular profiling generates abundance measurements for thousands of gene transcripts in biological samples such as normal and tumor tissues (data points). Given such...
87
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BMCBI
2010
14 years 11 months ago
2010
Background: A simple classification rule with few genes and parameters is desirable when applying a classification rule to new data. One popular simple classification rule, diagon...
BMCBI
2008
14 years 11 months ago
2008
Background: Cancer diagnosis and clinical outcome prediction are among the most important emerging applications of gene expression microarray technology with several molecular sig...
147
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CATA
2009
15 years 23 days ago
2009
The nearest shrunken centroid classifier uses shrunken centroids as prototypes for each class and test samples are classified to belong to the class whose shrunken centroid is nea...