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An embedded gene selection method using knockoffs optimizing neural network

BACKGROUND: Gene selection refers to find a small subset of discriminant genes from the gene expression profiles. How to select genes that affect specific phenotypic traits effectively is an important research work in the field of biology. The neural network has better fitting ability when dealing w...

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Detalles Bibliográficos
Autores principales: Guo, Juncheng, Jin, Min, Chen, Yuanyuan, Liu, Jianxiao
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7510330/
https://www.ncbi.nlm.nih.gov/pubmed/32962627
http://dx.doi.org/10.1186/s12859-020-03717-w