An improved dimensionality reduction method for meta-transcriptome indexing based diseases classification

BACKGROUND: Bacterial 16S Ribosomal RNAs profiling have been widely used in the classification of microbiota associated diseases. Dimensionality reduction is among the keys in mining high-dimensional 16S rRNAs' expression data. High levels of sparsity and redundancy are common in 16S rRNA gene...

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Detaylı Bibliyografya
Asıl Yazarlar: Wang, Yin, Zhou, Yuhua, Li, Yixue, Ling, Zongxin, Zhu, Yan, Guo, Xiaokui, Sun, Hong
Materyal Türü: Artigo
Dil:Inglês
Baskı/Yayın Bilgisi: BioMed Central 2012
Konular:
Research
Online Erişim:https://ncbi.nlm.nih.gov/pmc/articles/PMC3524076/
https://ncbi.nlm.nih.gov/pubmed/23281712
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/1752-0509-6-S3-S12
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