Identification of cancer and classification for diagnostic and prognostic determinations is
generally based on pathological analysis of tissue sections, resulting in particular …

Accurate and early identification of the molecular nature of cancer is very important in
prescribing an effective treatment for it. This has the potential to improve the quality of life for …

Accurate classification of tumor types is very important in order to apply adequate therapies
to patients. Therefore, a lot of studies have been done for cancer classification. Most of such …

High throughput gene expression data can be used to identify biomarker profiles for
classification. The accuracy of microarray based sample classification depends on the …

Cancer classification has become one of the active areas of research in the field of medical
sciences. Various gene selection and tumor classification techniques have been available in …

Molecular classification involves the classification of samples into groups of biological
phenotypes. Studies on molecular classification generally focus on cancer for the following …

Microarray technology has enriched the study of gene expression in such a way that
scientists are now able to measure the expression levels of thousands of genes in a single …

The gene selection was supported roughest to pick discriminative genes. The fundamental
power of microarrays lies within the ability to conduct parallel surveys of gene expression …

The diagnosis of malignancies is currently based on morphology and analysis of a few
molecular markers of cancer cells. On the other hand, responses to treatment and clinical …

The classification of different types of tumor is of great importance in cancer diagnosis and
drug discovery. Earlier studies on cancer classification have limited diagnostic ability. The …