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The linear neuron as marker selector and clinical predictor in cancer gene analysis

Zervakis Michalis, Michalis E. Blazadonakis

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URI: http://purl.tuc.gr/dl/dias/4479EABD-1452-4CEE-8E25-44A679F19FBC
Year 2008
Type of Item Peer-Reviewed Journal Publication
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Bibliographic Citation M.E. Blazadonakis, M. Zervakis ," The linear neuron as marker selector and clinical predictor in cancer gene analysis ," Comp. methods and prog. in biomedicine ,vol. 91 ,no.1 ,pp. 22-35,2008.doi:10.1016/j.cmpb.2008.02.009 https://doi.org/10.1016/j.cmpb.2008.02.009
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Summary

The problem of gene selection has been extensively studied in a number of scientific works using various kinds of methods. However, the application of a linear neuron is a novel approach possessing several advantages. In this work we propose to study the behavior of such a linear neuron, appropriately adapted and trained to the problem of gene selection in the DNA microarray experiment.

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