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Multi-domain Identification of Myocardial Infarction Incidence using Explainable AI: The Overlooked Role of Periodontal Health
2025-12-19
dentistry and oral medicine
Title + abstract only
View on medRxiv
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Myocardial infarction (MI) is a major global health concern influenced by diverse risk factors. Despite growing evidence of oral- systemic connections, current MI models largely exclude oral health indicators, reflecting the longstanding separation between dental and medical paradigms. This study introduces a multidomain, interpretable machine learning framework that integrates detailed periodontal and oral hygiene variables, marking one of the first efforts to quantitatively incorporate these f...
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