Concepedia

Exploring metabolic syndrome serum profiling based on gas chromatography mass spectrometry and random forest models

Lin Zhang, Carlos M. Vicente Gonçalves, Ling Dai, Hongmei Lü, Jianhua Huang, Hongchao Ji, Dongsheng Wang, Lunzhao Yi, Yi‐Zeng Liang

Analytica Chimica Acta · 2014 · 78 citations · 31 references

DOI

Concepts

References

31

Random Forests

Leo Breiman · Machine Learning · 2001 · 126.2K citations · Full text

The metabolic syndrome—a new worldwide definition

K. G. M. M. Alberti, Paul Zimmet, Jonathan E. Shaw · The Lancet · 2005 · 9.3K citations

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The metabolic syndrome

Robert H. Eckel, KGMM Alberti, Scott M. Grundy et al. · The Lancet · 2010 · 6.3K citations

Random Forest:  A Classification and Regression Tool for Compound Classification and QSAR Modeling

Vladimir Svetnik, Andy Liaw, Christopher Tong et al. · Journal of Chemical Information and Computer Sciences · 2003 · 3.6K citations

, , +16

Procedures for large-scale metabolic profiling of serum and plasma using gas chromatography and liquid chromatography coupled to mass spectrometry

Warwick B. Dunn, David Broadhurst, Paul Begley et al. · Nature Protocols · 2011 · 3.2K citations

, , +15