Microbial community pattern detection in human body habitats via ensemble clustering framework
文献类型:期刊论文
作者 | Yang, Peng1; Su, Xiaoquan2,3![]() |
刊名 | BMC SYSTEMS BIOLOGY
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出版日期 | 2014-12-08 |
卷号 | 8期号:1页码:1 |
英文摘要 | Background: The human habitat is a host where microbial species evolve, function, and continue to evolve. Elucidating how microbial communities respond to human habitats is a fundamental and critical task, as establishing baselines of human microbiome is essential in understanding its role in human disease and health. Recent studies on healthy human microbiome focus on particular body habitats, assuming that microbiome develop similar structural patterns to perform similar ecosystem function under same environmental conditions. However, current studies usually overlook a complex and interconnected landscape of human microbiome and limit the ability in particular body habitats with learning models of specific criterion. Therefore, these methods could not capture the real-world underlying microbial patterns effectively. |
WOS标题词 | Science & Technology ; Life Sciences & Biomedicine |
类目[WOS] | Mathematical & Computational Biology |
研究领域[WOS] | Mathematical & Computational Biology |
关键词[WOS] | NONNEGATIVE MATRIX FACTORIZATION ; ORAL-CAVITY ; DIVERSITY ; DISEASE ; PROJECT ; FLORA |
收录类别 | SCI ; ISTP |
语种 | 英语 |
WOS记录号 | WOS:000346188100008 |
源URL | [http://ir.qibebt.ac.cn/handle/337004/6115] ![]() |
专题 | 青岛生物能源与过程研究所_单细胞中心 |
作者单位 | 1.ASTAR, Inst Infocomm Res, Singapore 138632, Singapore 2.Chinese Acad Sci, Qingdao Inst Bioenergy & Bioproc Technol, Computat Biol Grp, Single Cell Ctr,Shandong Key Lab Energy Genet, Qingdao 266101, Peoples R China 3.Chinese Acad Sci, Qingdao Inst Bioenergy & Bioproc Technol, CAS Key Lab Biofuels, Qingdao 266101, Peoples R China 4.Sun Yat Sen Univ, Ctr Comp Vis, Guangzhou 510275, Guangdong, Peoples R China 5.Sun Yat Sen Univ, Dept Math, Guangzhou 510275, Guangdong, Peoples R China |
推荐引用方式 GB/T 7714 | Yang, Peng,Su, Xiaoquan,Ou-Yang, Le,et al. Microbial community pattern detection in human body habitats via ensemble clustering framework[J]. BMC SYSTEMS BIOLOGY,2014,8(1):1. |
APA | Yang, Peng,Su, Xiaoquan,Ou-Yang, Le,Chua, Hon-Nian,Li, Xiao-Li,&Ning, Kang.(2014).Microbial community pattern detection in human body habitats via ensemble clustering framework.BMC SYSTEMS BIOLOGY,8(1),1. |
MLA | Yang, Peng,et al."Microbial community pattern detection in human body habitats via ensemble clustering framework".BMC SYSTEMS BIOLOGY 8.1(2014):1. |
入库方式: OAI收割
来源:青岛生物能源与过程研究所
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