The metabolites were categorized into two major groups, of which the molecules in the first group showed an overall increase in abundance with the disease progression, while the molecules in the second group showed an overall trend of decreasing concentration.
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Ensemble learning on serum metabolic fingerprints for early detection of lung adenocarcinoma.
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