| Using a single neuron as a marker selector: a breast cancer case study. | |
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MedLine Citation:
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PMID: 18002933 Owner: NLM Status: MEDLINE |
Abstract/OtherAbstract:
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The problem of marker selection in DNA microarray analysis has been mostly addressed by linear methods. RFE-SVM is such a representative method where a linear kernel is used as the basic tool to address the problem. On the other hand a single neuron is known to be a linear estimator. In this study we explore such a single neuron to address the problem of marker selection. |
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Authors:
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Michalis E Blazadonakis; Aris Perperoglou; Michalis Zervakis |
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Publication Detail:
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Type: Journal Article; Research Support, Non-U.S. Gov't |
Journal Detail:
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Title: Conference proceedings : ... Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Conference Volume: 2007 ISSN: 1557-170X ISO Abbreviation: Conf Proc IEEE Eng Med Biol Soc Publication Date: 2007 |
Date Detail:
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Created Date: 2007-11-16 Completed Date: 2008-03-25 Revised Date: - |
Medline Journal Info:
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Nlm Unique ID: 101243413 Medline TA: Conf Proc IEEE Eng Med Biol Soc Country: United States |
Other Details:
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Languages: eng Pagination: 4219-22 Citation Subset: IM |
Affiliation:
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Technical University of Crete, Department of Electronic and Computer Engineering, University Campus, Chania Crete, Greece. mblazad@ier.forthnet.gr |
Export Citation:
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APA/MLA Format Download EndNote Download BibTex |
| MeSH Terms | |
Descriptor/Qualifier:
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Breast Neoplasms
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genetics*,
metabolism Female Gene Expression Profiling / methods* Gene Expression Regulation, Neoplastic* Humans Neural Networks (Computer)* Neurons Oligonucleotide Array Sequence Analysis / methods* Tumor Markers, Biological / biosynthesis, genetics* |
| Chemical | |
Reg. No./Substance:
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0/Tumor Markers, Biological |
From MEDLINE®/PubMed®, a database of the U.S. National Library of Medicine
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