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Multi-view based integrative analysis of gene expression data for identifying biomarkers

The widespread applications in microarray technology have produced the vast quantity of publicly available gene expression datasets. However, analysis of gene expression data using biostatistics and machine learning approaches is a challenging task due to (1) high noise; (2) small sample size with h...

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Detaylı Bibliyografya
Yayımlandı:Sci Rep
Asıl Yazarlar: Yang, Zi-Yi, Liu, Xiao-Ying, Shu, Jun, Zhang, Hui, Ren, Yan-Qiong, Xu, Zong-Ben, Liang, Yong
Materyal Türü: Artigo
Dil:Inglês
Baskı/Yayın Bilgisi: Nature Publishing Group UK 2019
Konular:
Online Erişim:https://ncbi.nlm.nih.gov/pmc/articles/PMC6751173/
https://ncbi.nlm.nih.gov/pubmed/31534156
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/s41598-019-49967-4
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