Microbial community pattern detection in human body habitats via ensemble clustering framework | |
Yang, Peng1; Su, Xiaoquan2,3; Ou-Yang, Le4,5; Chua, Hon-Nian1; Li, Xiao-Li1; Ning, Kang2,3 | |
2014-12-08 | |
发表期刊 | BMC SYSTEMS BIOLOGY |
卷号 | 8期号:1页码:1 |
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. |
文章类型 | Article |
WOS标题词 | Science & Technology ; Life Sciences & Biomedicine |
DOI | 10.1186/1752-0509-8-S4-S7 |
关键词[WOS] | NONNEGATIVE MATRIX FACTORIZATION ; ORAL-CAVITY ; DIVERSITY ; DISEASE ; PROJECT ; FLORA |
收录类别 | SCI ; ISTP |
语种 | 英语 |
WOS研究方向 | Mathematical & Computational Biology |
WOS类目 | Mathematical & Computational Biology |
WOS记录号 | WOS:000346188100008 |
引用统计 | |
文献类型 | 期刊论文 |
条目标识符 | http://ir.qibebt.ac.cn/handle/337004/6115 |
专题 | 单细胞中心组群 |
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. |
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文件名称/大小 | 文献类型 | 版本类型 | 开放类型 | 使用许可 | ||
Microbial community (2658KB) | 期刊论文 | 作者接受稿 | 开放获取 | CC BY-NC-SA | 浏览 下载 |
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