Disease biomarker identification based on sample network optimization

•We propose the multi-objective evolution algorithm for identifying biomarkers (MOESIB) to identify disease biomarker based on sample similarity networks, which combines feature selection and multi-objective evolution.•We constructed sample network to calculate the influence of the sample to each cl...

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Vydáno v:	Methods (San Diego, Calif.) Ročník 213; s. 42 - 49
Hlavní autoři:	Wei, Pi-Jing, Ma, Wenwen, Li, Yanxin, Su, Yansen
Médium:	Journal Article
Jazyk:	angličtina
Vydáno:	United States Elsevier Inc 01.05.2023
Témata:	Algorithms Biomarkers class data collection Disease biomarker identification disease diagnosis gene expression Multi-objective evolution algorithm Sample classification Sample similarity network Sample classification Disease biomarker identification Multi-objective evolution algorithm Sample similarity network
ISSN:	1046-2023, 1095-9130, 1095-9130
On-line přístup:	Získat plný text
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