OBJECTIVES: We discuss supervised classification techniques applied to medical diagnosis based on gene expression profiles...
Keywords: Microarrays, statistical classification, generalization error, model assessment, gene selection
01/2005 | Methods of Information in Medicine, SchattauerOBJECTIVES: Single genes are not, in general, the primary focus of gene expression experiments. The researcher might be more interested in relevant pathways, functional sets, or genomic regions consisting of several genes...
Keywords: Microarrays, ANCOVA, global test, permutation test
01/2005 | Methods of Information in Medicine, SchattauerPrevention of cardiovascular disease (CVD) remains a major health issue in the Western world...
Keywords: cardiovascular risk factor, inflammation, Microarrays, monocyte, Phenotype
09/2007 | Clinical Chemical Laboratory Medicine, Walter de Gruyter