Machine learning-derived gut microbiome signature predicts fatty liver disease in the presence of in...
Machine learning-derived gut microbiome signature predicts fatty liver disease in the presence of insulin resistance
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Publisher
London: Nature Publishing Group UK
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Language
English
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Publisher
London: Nature Publishing Group UK
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A simple predictive biomarker for fatty liver disease is required for individuals with insulin resistance. Here, we developed a supervised machine learning-based classifier for fatty liver disease using fecal 16S rDNA sequencing data. Based on the Kangbuk Samsung Hospital cohort (n = 777), we generated a random forest classifier to predict fatty li...
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Full title
Machine learning-derived gut microbiome signature predicts fatty liver disease in the presence of insulin resistance
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TN_cdi_doaj_primary_oai_doaj_org_article_c07fe36604554929b95943d14016c913
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https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_doaj_primary_oai_doaj_org_article_c07fe36604554929b95943d14016c913
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ISSN
2045-2322
E-ISSN
2045-2322
DOI
10.1038/s41598-022-26102-4
