Development of a machine learning model related to explore the association between heavy metal expos...
Development of a machine learning model related to explore the association between heavy metal exposure and alveolar bone loss among US adults utilizing SHAP: a study based on NHANES 2015-2018
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England: BioMed Central Ltd
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English
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England: BioMed Central Ltd
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Alveolar bone loss (ABL) is common in modern society. Heavy metal exposure is usually considered to be a risk factor for ABL. Some studies revealed a positive trend found between urinary heavy metals and periodontitis using multiple logistic regression and Bayesian kernel machine regression. Overfitting using kernel function, long calculation perio...
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Development of a machine learning model related to explore the association between heavy metal exposure and alveolar bone loss among US adults utilizing SHAP: a study based on NHANES 2015-2018
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TN_cdi_doaj_primary_oai_doaj_org_article_9c258de4d59e46a4b675af0093d0cf55
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https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_doaj_primary_oai_doaj_org_article_9c258de4d59e46a4b675af0093d0cf55
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ISSN
1471-2458
E-ISSN
1471-2458
DOI
10.1186/s12889-025-21658-y
