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Salivary fingerprinting and neural network identified high-risk periodontitis in diabetes
Lightweight neural networks analyze salivary metabolics via mass spectrometry to screen for periodontitis and diabetes, achieving 91.9% accuracy with minimal computational resources for clinical.
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Periodontitis is associated with higher acute myocardial infarction risk
Systematic review confirms periodontitis increases acute myocardial infarction risk by 84%, with radiographic bone loss showing strongest association independent of traditional cardiovascular factors.