CogNet: classification of gene expression data based on ranked active-subnetwork-oriented KEGG pathway enrichment analysis

Most of the traditional gene selection approaches are borrowed from other fields such as statistics and computer science, However, they do not prioritize biologically relevant genes since the ultimate goal is to determine features that optimize model performance metrics not to build a biologically m...

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Bibliographic Details
Main Authors: Malik Yousef, Ege Ülgen, Osman Uğur Sezerman
Format: Article
Language:English
Published: PeerJ Inc. 2021-02-01
Series:PeerJ Computer Science
Subjects:
Online Access:https://peerj.com/articles/cs-336.pdf