Development of a machine learning multiclass screening tool for periodontal health status based on non-clinical parameters and salivary biomarkers

CONCLUSIONS: Machine learning-based classifiers, such as RF analyses, are promising tools for multiclass assessment of periodontal health and disease in a non-clinical setting. Results need to be externally validated in appropriately sized independent samples (ClinicalTrials.gov NCT03928080).PMID:37697491 | DOI:10.1111/jcpe.13856
Source: Journal of Clinical Periodontology - Category: Dentistry Authors: Source Type: research