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Multi-TGDR, a multi-class regularization method, identifies the metabolic profiles of hepatocellular carcinoma and cirrhosis infected with hepatitis B or hepatitis C virus

BACKGROUND: Over the last decade, metabolomics has evolved into a mainstream enterprise utilized by many laboratories globally. Like other “omics” data, metabolomics data has the characteristics of a smaller sample size compared to the number of features evaluated. Thus the selection of an optimal s...

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Detalhes bibliográficos
Publicado no:BMC Bioinformatics
Main Authors: Tian, Suyan, Chang, Howard H, Wang, Chi, Jiang, Jing, Wang, Xiaomei, Niu, Junqi
Formato: Artigo
Idioma:Inglês
Publicado em: BioMed Central 2014
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC4234477/
https://ncbi.nlm.nih.gov/pubmed/24707821
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/1471-2105-15-97
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