A novel gene selection method for gene expression data for the task of cancer type classification

A novel gene selection method for gene expression data for the task of cancer type classification

Abstract Cancer is a poligenetic disease with each cancer type having a different mutation profile. Genomic data can be utilized to detect these profiles and to diagnose and differentiate cancer types. Variant calling provide mutation information. Gene expression data reveal the altered cell behavio...

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Bibliographic Details
Main Authors: N. Özlem ÖZCAN ŞİMŞEK, Arzucan ÖZGÜR, Fikret GÜRGEN
Format: Article
Language:English
Published: BMC 2021-02-01
Series:Biology Direct
Subjects:
Disease classification
Cancer research
Gene expression
DNA mutations
Gene weighting
Information retrieval
Online Access:https://doi.org/10.1186/s13062-020-00290-3

Internet

https://doi.org/10.1186/s13062-020-00290-3

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