Sparse Proteomics Analysis – a compressed sensing-based approach for feature selection and classification of high-dimensional proteomics mass spectrometry data

被引：0
作者：
Tim O. F. Conrad
Martin Genzel
Nada Cvetkovic
Niklas Wulkow
Alexander Leichtle
Jan Vybiral
Gitta Kutyniok
Christof Schütte
机构：
[1] Freie Universität Berlin,Department of Mathematics
[2] Arnimallee 6,Department of Mathematics
[3] Technische Universität Berlin,Department of Mathematical Analysis
[4] Düsternbrooker Weg 20,undefined
[5] Center of Laboratory Medicine,undefined
[6] Inselspital - Bern University Hospital,undefined
[7] Düsternbrooker Weg 20,undefined
[8] Charles University,undefined
[9] Düsternbrooker Weg 20,undefined
[10] Zuse Institute Berlin,undefined
[11] Takustr. 7,undefined
来源：
BMC Bioinformatics | / 18卷
关键词：
Machine learning; Feature selection; Classification; Compressed sensing; Sparsity; Proteomics; Mass spectrometry; Clinical data; Biomarker;
D O I：
暂无
中图分类号：
学科分类号：
摘要：
引用
收藏
相关论文
共 226 条
[111]  
Leichtle A(undefined)undefined undefined undefined undefined-undefined
[112]  
Brügel M(undefined)undefined undefined undefined undefined-undefined
[113]  
Buchbinder S(undefined)undefined undefined undefined undefined-undefined
[114]  
Otto L(undefined)undefined undefined undefined undefined-undefined
[115]  
Sabri O(undefined)undefined undefined undefined undefined-undefined
[116]  
Matthes G(undefined)undefined undefined undefined undefined-undefined
[117]  
Thiery J(undefined)undefined undefined undefined undefined-undefined
[118]  
Rubin DB(undefined)undefined undefined undefined undefined-undefined
[119]  
Ahdesmäki A(undefined)undefined undefined undefined undefined-undefined
[120]  
Strimmer K(undefined)undefined undefined undefined undefined-undefined
78910111213141516