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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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Bibliographic Details
Published in:BMC Bioinformatics
Main Authors: Guo, Juncheng, Jin, Min, Chen, Yuanyuan, Liu, Jianxiao
Format: Artigo
Language:Inglês
Published: BioMed Central 2020
Subjects:
Online Access:https://ncbi.nlm.nih.gov/pmc/articles/PMC7510330/
https://ncbi.nlm.nih.gov/pubmed/32962627
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/s12859-020-03717-w
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