Performance of Gut Microbiome as an Independent Diagnostic Tool for 20 Diseases: Cross-Cohort Validation of Machine-Learning Classifiers
Sign Up to like & getrecommendations! Published in 2023 at "Gut Microbes"
DOI: 10.1080/19490976.2023.2205386
Abstract: ABSTRACT Cross-cohort validation is essential for gut-microbiome-based disease stratification but was only performed for limited diseases. Here, we systematically evaluated the cross-cohort performance of gut microbiome-based machine-learning classifiers for 20 diseases. Using single-cohort classifiers, we… read more here.
Keywords: cross cohort; cohort validation; cohort; gut microbiome ... See more keywords
X-search: an open access interface for cross-cohort exploration of the National Sleep Research Resource
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DOI: 10.1186/s12911-018-0682-y
Abstract: BackgroundThe National Sleep Research Resource (NSRR) is a large-scale, openly shared, data repository of de-identified, highly curated clinical sleep data from multiple NIH-funded epidemiological studies. Although many data repositories allow users to browse their content,… read more here.
Keywords: cross cohort; search; exploration; cohort ... See more keywords
Cross-Cohort Microbiome Analysis of Salivary Biomarkers in Patients With Type 2 Diabetes Mellitus
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DOI: 10.3389/fcimb.2022.816526
Abstract: Several studies have ascertained differences in salivary microbiota between patients with type 2 diabetes mellitus (T2DM) and healthy populations. However, the predictive accuracy and reproducibility of these 16S rRNA sequencing analyses when applied to other… read more here.
Keywords: patients type; cross cohort; salivary biomarkers; analysis ... See more keywords