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An important research objective in biology and the medical sciences is the search for genes whose change in relative expression is an indication of a particular state of an organism such as cancer. These genes are known as biomarkers. Microarray experiments have played an important role in the identification of this type of genes. The successful identification of potential biomarker genes can lead to an eventual clinical confirmation and thus to enhanced disease diagnosis and prognosis capabilities.

Baseline Detection of Potential Cancer Biomarkers with Linear Models from Microarray Experiments