A novel biomarker selection method combining graph neural network and gene relationships applied to microarray data

BACKGROUND: The discovery of critical biomarkers is significant for clinical diagnosis, drug research and development. Researchers usually obtain biomarkers from microarray data, which comes from the dimensional curse. Feature selection in machine learning is usually used to solve this problem. Howe...

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Detalles Bibliográficos
Autores principales: Xie, Weidong, Li, Wei, Zhang, Shoujia, Wang, Linjie, Yang, Jinzhu, Zhao, Dazhe
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2022
Materias:
Research
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9327232/
https://www.ncbi.nlm.nih.gov/pubmed/35883022
http://dx.doi.org/10.1186/s12859-022-04848-y

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