Characterization of missing values in untargeted MS-based metabolomics data and evaluation of missing data handling strategies

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• 1H-NMR metabolomics-based surrogates to impute common clinical risk factors and endpoints

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• 1 H-NMR metabolomics-based surrogates to impute common clinical risk factors and endpoints

  2021 medRxiv preprint Biochemistry, Genetics and Molecular Biology Metabolomics and Mass Spectrometry Studies Open access

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• A Workflow for Missing Values Imputation of Untargeted Metabolomics Data

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• A strategy to incorporate prior knowledge into correlation network cutoff selection

  2020 Nature Communications article Biochemistry, Genetics and Molecular Biology Bioinformatics and Genomic Networks Open access

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• Systematic Evaluation of Normalization Methods for Glycomics Data Based on Performance of Network Inference

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13 results