Automated Machine Learning to Develop Predictive Models of Metabolic Syndrome in Patients with Periodontal Disease

Automated Machine Learning to Develop Predictive Models of Metabolic Syndrome in Patients with Periodontal Disease

Metabolic syndrome is experiencing a concerning and escalating rise in prevalence today. The link between metabolic syndrome and periodontal disease is a highly relevant area of research. Some studies have suggested a bidirectional relationship between metabolic syndrome and periodontal disease, whe...

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Bibliographic Details
Main Authors: Ovidiu Boitor, Florin Stoica, Romeo Mihăilă, Laura Florentina Stoica, Laura Stef
Format: Article
Language:English
Published: MDPI AG 2023-12-01
Series:Diagnostics
Subjects:
periodontal disease
metabolic syndrome
AutoML
SHAP
predictive model
Online Access:https://www.mdpi.com/2075-4418/13/24/3631

Internet

https://www.mdpi.com/2075-4418/13/24/3631

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