Improved classification accuracy in 1- and 2-dimensional NMR metabolomics data using the variance stabilising generalised logarithm transformation

被引:0
作者
Helen M Parsons
Christian Ludwig
Ulrich L Günther
Mark R Viant
机构
[1] The University of Birmingham,Centre for Systems Biology
[2] The University of Birmingham,The Henry Wellcome Building for Biomolecular NMR Spectroscopy
[3] The University of Birmingham,School of Biosciences
来源
BMC Bioinformatics | / 8卷
关键词
Nuclear Magnetic Resonance; Nuclear Magnetic Resonance Spectrum; Linear Discriminant Analysis; Partial Little Square Discriminant Analysis; Nuclear Magnetic Resonance Data;
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 106 条
[21]  
Sang E(2007)Direct Sampling of Organisms from the Field and Knowledge of their Phenotype: Key Recommendations for Environmental Metabolomics Environmental Science & Technology 41 3375-1367
[22]  
Goddard C(2003)Estimation of transformation parameters for microarray data Bioinformatics 19 1360-125
[23]  
Mortishire-Smith RJ(2000)Improved Baseline Recognition and Modeling of FT NMR Spectra J Magn Reson 146 122-undefined
[24]  
Sweatman BC(undefined)undefined undefined undefined undefined-undefined
[25]  
Haselden JN(undefined)undefined undefined undefined undefined-undefined
[26]  
Davies K(undefined)undefined undefined undefined undefined-undefined
[27]  
Grace AA(undefined)undefined undefined undefined undefined-undefined
[28]  
Clarke K(undefined)undefined undefined undefined undefined-undefined
[29]  
Griffin JL(undefined)undefined undefined undefined undefined-undefined
[30]  
Churchill GA(undefined)undefined undefined undefined undefined-undefined