Condensing Raman spectrum for single-cell phenotype analysis
Sun, Shiwei1; Wang, Xuetao2,3,4; Gao, Xin5; Ren, Lihui2,3; Su, Xiaoquan2,3; Bu, Dongbo1; Ning, Kang2,3,4,6
刊名BMC BIOINFORMATICS
2015-12-09
卷号16
英文摘要Background: In recent years, high throughput and non-invasive Raman spectrometry technique has matured as an effective approach to identification of individual cells by species, even in complex, mixed populations. Raman profiling is an appealing optical microscopic method to achieve this. To fully utilize Raman proling for single-cell analysis, an extensive understanding of Raman spectra is necessary to answer questions such as which filtering methodologies are effective for pre-processing of Raman spectra, what strains can be distinguished by Raman spectra, and what features serve best as Raman-based biomarkers for single-cells, etc.
WOS标题词Science & Technology ; Life Sciences & Biomedicine
类目[WOS]Biochemical Research Methods ; Biotechnology & Applied Microbiology ; Mathematical & Computational Biology
研究领域[WOS]Biochemistry & Molecular Biology ; Biotechnology & Applied Microbiology ; Mathematical & Computational Biology
关键词[WOS]SPECTROSCOPY ; ALGORITHM ; TRANSFORM ; GENOMICS ; REMOVAL ; PICKING
收录类别SCI ; ISTP
语种英语
WOS记录号WOS:000367881100016
公开日期2016-03-08
内容类型期刊论文
源URL[http://ir.qibebt.ac.cn/handle/337004/7915]  
专题青岛生物能源与过程研究所_单细胞中心
作者单位1.Chinese Acad Sci, Inst Comp Technol, Key Lab Intelligent Informat Proc, Beijing 100190, Peoples R China
2.Chinese Acad Sci, Qingdao Inst Bioenergy & Bioproc Technol, Bioinformat Grp Single Cell Ctr, CAS Key Lab Biofuels, Qingdao 266101, Shandong, Peoples R China
3.Chinese Acad Sci, Qingdao Inst Bioenergy & Bioproc Technol, Bioinformat Grp Single Cell Ctr, Shandong Key Lab Energy Genet, Qingdao 266101, Shandong, Peoples R China
4.CUDA Res Ctr Qingdao, Qingdao 266101, Shandong, Peoples R China
5.King Abdullah Univ Sci & Technol, Computat Biosci Res Ctr, Thuwal 239556900, Saudi Arabia
6.Huazhong Univ Sci & Technol, Coll Life Sci & Technol, Wuhan 430074, Hubei, Peoples R China
推荐引用方式
GB/T 7714
Sun, Shiwei,Wang, Xuetao,Gao, Xin,et al. Condensing Raman spectrum for single-cell phenotype analysis[J]. BMC BIOINFORMATICS,2015,16.
APA Sun, Shiwei.,Wang, Xuetao.,Gao, Xin.,Ren, Lihui.,Su, Xiaoquan.,...&Ning, Kang.(2015).Condensing Raman spectrum for single-cell phenotype analysis.BMC BIOINFORMATICS,16.
MLA Sun, Shiwei,et al."Condensing Raman spectrum for single-cell phenotype analysis".BMC BIOINFORMATICS 16(2015).
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