Ontology highlight
ABSTRACT:
INSTRUMENT(S): [HuEx-1_0-st] Affymetrix Human Exon 1.0 ST Array [transcript (gene) version]
SUBMITTER: Musa Gabere
PROVIDER: GSE77434 | GEO | 2016-02-02
SECONDARY ACCESSION(S): PRJNA310328
REPOSITORIES: GEO
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Gabere Musa Nur MN Hussein Mohamed Aly MA Aziz Mohammad Azhar MA
OncoTargets and therapy 20160601
<h4>Purpose</h4>There has been considerable interest in using whole-genome expression profiles for the classification of colorectal cancer (CRC). The selection of important features is a crucial step before training a classifier.<h4>Methods</h4>In this study, we built a model that uses support vector machine (SVM) to classify cancer and normal samples using Affymetrix exon microarray data obtained from 90 samples of 48 patients diagnosed with CRC. From the 22,011 genes, we selected the 20, 30, 5 ...[more]