Moving metabolomics from a data-driven science to an integrative systems science
نویسندگان
چکیده
منابع مشابه
Enhancing Learning from Imbalanced Classes via Data Preprocessing: A Data-Driven Application in Metabolomics Data Mining
This paper presents a data mining application in metabolomics. It aims at building an enhanced machine learning classifier that can be used for diagnosing cachexia syndrome and identifying its involved biomarkers. To achieve this goal, a data-driven analysis is carried out using a public dataset consisting of 1H-NMR metabolite profile. This dataset suffers from the problem of imbalanced classes...
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ژورنال
عنوان ژورنال: Genome Medicine
سال: 2012
ISSN: 1756-994X
DOI: 10.1186/gm386