Determination of biomarkers from microarray data using graph neural network and spectral clustering

Abstract In bioinformatics, the rapid development of gene sequencing technology has produced an increasing amount of microarray data. This type of data shares the typical characteristics of small sample size and high feature dimensions. Searching for biomarkers from microarray data, which expression...

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Bibliographic Details
Main Authors: Kun Yu, Weidong Xie, Linjie Wang, Shoujia Zhang, Wei Li
Format: Article
Language:English
Published: Nature Portfolio 2021-12-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-021-03316-6