Mining breast cancer genetic data

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dc.contributor.author Mansour, Nashat
dc.contributor.author Zantout, Rouba
dc.contributor.author El-Sibai, Mirvat
dc.date.accessioned 2018-05-11T11:22:04Z
dc.date.available 2018-05-11T11:22:04Z
dc.date.copyright 2013 en_US
dc.identifier.isbn 9781467347143 en_US
dc.identifier.uri http://hdl.handle.net/10725/7806
dc.description.abstract Analyzing breast cancer gene expression data is a very challenging problem due to the large amount of genes examined. Computational techniques have proved reliable to make sense of large amounts of data like the data obtained from microarray analysis. In this study, we present a method to find a clustering pattern of the genes involved in breast cancer. We design a growing hierarchical self-organizing map (GHSOM) to mine gene microarray data. We have applied GHSOM to 24,481 genes of DNA microarray of breast tumor samples. Our results have revealed 17 genes that are likely to be correlated with four breast cancer marker genes. en_US
dc.language.iso en en_US
dc.publisher IEEE en_US
dc.title Mining breast cancer genetic data en_US
dc.type Conference Paper / Proceeding en_US
dc.author.school SAS en_US
dc.author.idnumber 198629170 en_US
dc.author.idnumber 200703859 en_US
dc.author.department Natural Sciences en_US
dc.description.embargo N/A en_US
dc.keywords Breast cancer en_US
dc.keywords Vectors en_US
dc.keywords Diseases en_US
dc.keywords Proteins en_US
dc.keywords Gene expression en_US
dc.keywords Breast tumors en_US
dc.identifier.doi http://dx.doi.org/ 10.1109/ICNC.2013.6818131 en_US
dc.identifier.ctation Mansour, N., Zantout, R., & El-Sibai, M. (2013, July). Mining breast cancer genetic data. In 2013 Ninth International Conference on Natural Computation (ICNC) (pp. 1047-1051). IEEE. en_US
dc.author.email nmansour@lau.edu.lb en_US
dc.author.email mirvat.elsibai@lau.edu.lb en_US
dc.conference.date 23-25 July 2013 en_US
dc.conference.pages 1047-1051 en_US
dc.conference.place Shenyang, China en_US
dc.conference.title 2013 Ninth International Conference on Natural Computation (ICNC) en_US
dc.identifier.tou http://libraries.lau.edu.lb/research/laur/terms-of-use/articles.php en_US
dc.identifier.url https://ieeexplore.ieee.org/abstract/document/6818131/ en_US
dc.orcid.id https://orcid.org/0000-0003-4084-6759 en_US
dc.publisher.institution Lebanese American University en_US
dc.author.affiliation Lebanese American University en_US

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