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Missing value imputation for LC-MS metabolomics data by incorporating metabolic network and adduct ion relations

MOTIVATION: Metabolomics data generated from liquid chromatography-mass spectrometry platforms often contain missing values. Existing imputation methods do not consider underlying feature relations and the metabolic network information. As a result, the imputation results may not be optimal. RESULTS...

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Wedi'i Gadw mewn:
Manylion Llyfryddiaeth
Cyhoeddwyd yn:Bioinformatics
Prif Awduron: Jin, Zhuxuan, Kang, Jian, Yu, Tianwei
Fformat: Artigo
Iaith:Inglês
Cyhoeddwyd: Oxford University Press 2018
Pynciau:
Mynediad Ar-lein:https://ncbi.nlm.nih.gov/pmc/articles/PMC5925787/
https://ncbi.nlm.nih.gov/pubmed/29272352
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1093/bioinformatics/btx816
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