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

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 features...

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Detalles Bibliográficos
Autores principales: Yu, Kun, Xie, Weidong, Wang, Linjie, Zhang, Shoujia, Li, Wei
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8668890/
https://www.ncbi.nlm.nih.gov/pubmed/34903818
http://dx.doi.org/10.1038/s41598-021-03316-6