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For example, the Minimum Information About a Microarray Dataset initiative (24) provides standards for microarray data, while databases like the National Center for Biotechnology Information (NCBI) Gene Expression Omnibus (GEO) (25) and Array Express (26) have significant amounts of microarray data.
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We used these models to analyze a diabetes microarray dataset.
The protein dataset was further compared to the microarray dataset by extracting the GI numbers from the protein results.
The microarray dataset that we used is the one described in section "Performance on the Spellman Dataset".
The entire microarray dataset is available at http://www.ncbi.nlm.nih.gov/geo/(GSE20431).
Classify microarray dataset using SVM.
Table 3 displays the notation for a typical microarray dataset.
DYW performed the microarray dataset extraction and statistical analyses.
We also analyzed a real experimentally derived microarray dataset.
SJ and RS analyzed the MEF microarray dataset.
The generation of the microarray dataset has been previously described.
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