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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Veröffentlicht in:	Methods (San Diego, Calif.) Jg. 213; S. 42 - 49
Hauptverfasser:	Wei, Pi-Jing, Ma, Wenwen, Li, Yanxin, Su, Yansen
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	United States Elsevier Inc 01.05.2023
Schlagworte:	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
Online-Zugang:	Volltext
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