A Gene Selection Method for Cancer Classification

This paper proposes a method to select a set of genes from a large number of genes with the ability of classifying types of diseases. The proposed gene selection method is designed according to correlation analysis and the concept of 95% reference range. The method is very simple and uses the inform...

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Detalles Bibliográficos
Autores principales: Wang, Xiaodong, Tian, Jun
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi Publishing Corporation 2012
Materias:
Research Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3509374/
https://www.ncbi.nlm.nih.gov/pubmed/23251228
http://dx.doi.org/10.1155/2012/586246
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author Wang, Xiaodong
Tian, Jun
author_facet Wang, Xiaodong
Tian, Jun
author_sort Wang, Xiaodong
collection PubMed
description This paper proposes a method to select a set of genes from a large number of genes with the ability of classifying types of diseases. The proposed gene selection method is designed according to correlation analysis and the concept of 95% reference range. The method is very simple and uses the information of all genes. We have used the method in leukemia patients and achieved good classification results.
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spelling pubmed-35093742012-12-18 A Gene Selection Method for Cancer Classification Wang, Xiaodong Tian, Jun Comput Math Methods Med Research Article This paper proposes a method to select a set of genes from a large number of genes with the ability of classifying types of diseases. The proposed gene selection method is designed according to correlation analysis and the concept of 95% reference range. The method is very simple and uses the information of all genes. We have used the method in leukemia patients and achieved good classification results. Hindawi Publishing Corporation 2012 2012-11-20 /pmc/articles/PMC3509374/ /pubmed/23251228 http://dx.doi.org/10.1155/2012/586246 Text en Copyright © 2012 X. Wang and J. Tian. https://creativecommons.org/licenses/by/3.0/ This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Research Article
Wang, Xiaodong
Tian, Jun
A Gene Selection Method for Cancer Classification
title A Gene Selection Method for Cancer Classification
title_full A Gene Selection Method for Cancer Classification
title_fullStr A Gene Selection Method for Cancer Classification
title_full_unstemmed A Gene Selection Method for Cancer Classification
title_short A Gene Selection Method for Cancer Classification
title_sort gene selection method for cancer classification
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3509374/
https://www.ncbi.nlm.nih.gov/pubmed/23251228
http://dx.doi.org/10.1155/2012/586246
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AT tianjun ageneselectionmethodforcancerclassification
AT wangxiaodong geneselectionmethodforcancerclassification
AT tianjun geneselectionmethodforcancerclassification

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