Classification of Cancers Based on a Comprehensive Pathway Activity Inferred by Genes and Their Interactions

Cancers, a group of multifactorial complex diseases, are generally caused by mutation of multiple genes or dysregulation of gene interactions. Applying machine learning methods to microarray gene expression profiles for disease classification is a popular method to predict disease state or outcome....

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Bibliographic Details
Main Authors: Peng Xu, Geng Zhao, Zheng Kou, Gang Fang, Wenbin Liu
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/8993764/