An Integrated Graph Regularized Non-Negative Matrix Factorization Model for Gene Co-Expression Network Analysis

Studies of cancers have become diversified in recent years, especially with the availability of multi-omics data. Establishing an effective integrative model to process more types of data has become a new research hotspot. In order to conduct deeper mining in cancer, building a gene co-expression ne...

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Veröffentlicht in:	IEEE access 2019, Vol.7, p.126594-126602
Hauptverfasser:	Gao, Ying-Lian, Hou, Mi-Xiao, Liu, Jin-Xing, Kong, Xiang-Zhen
Format:	Artikel
Sprache:	eng
Schlagworte:	Analytical models Bioinformatics Biological system modeling Cancer Data mining Data models Factorization gene co-expression network Gene expression Genes Integrative model Matrix decomposition Network analysis network mining TGCA
Online-Zugang:	Volltext
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