Article
Integrative disease classification based on cross-platform microarray data.
BMC bioinformatics - 30 Jan 2009
Liu Chun-Chi, Hu Jianjun, Kalakrishnan Mrinal, Huang Haiyan, Zhou Xianghong Jasmine
Abstract excerpt
BACKGROUND: Disease classification has been an important application of microarray technology. However, most microarray-based classifiers can only handle data generated within the same study, since microarray data generated by different laboratories or with different platforms can not be compared directly due to systematic variations. This issue has severely limited the practical use of microarray-based disease...
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