Cluster Analysis of Gene Expression Data Based on Self-Splitting and Merging Competitive Learning
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چکیده
منابع مشابه
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15 صفحه اولCluster Analysis of Gene Expression Data
The expression levels of many thousands of genes can be measured simultaneously by DNA microarrays (chips). This novel experimental tool has revolutionized research in molecular biology and generated considerable excitement. A typical experiment uses a few tens of such chips, each dedicated to a single sample—such as tissue extracted from a particular tumor. The results of such an experiment co...
متن کاملCluster Analysis of Gene Expression Data
Important insights into gene function can be gained by gene expression analysis. For example, some genes are turned on (expressed) or turned off (repressed) when there is a change in external conditions or stimuli. The expression of one gene is often regulated by the expression of other genes. A detail analysis of gene expression information will provide an understanding about the inter-network...
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ژورنال
عنوان ژورنال: IEEE Transactions on Information Technology in Biomedicine
سال: 2004
ISSN: 1089-7771
DOI: 10.1109/titb.2004.824724