Research library
Periodontology
AI for gum disease: detecting gingivitis from photos, staging periodontitis on radiographs and predicting who is at risk. Explainers on what the evidence supports today and where it is still thin.
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PeriodontologyAI Gum Disease Prediction: Forecast or Shaky Guess?
AI gum disease prediction tools have multiplied for 46 years, yet a 2026 review rated all but one of 20 models high risk of…
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PeriodontologyAI Gingivitis Detection: Can an App Read Your Gums?
AI gingivitis detection promises at-home gum checks, but a Zurich study found the app barely beat chance against the clinical gold standard.
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PeriodontologyAI Periodontitis Staging: Real Diagnosis or Guesswork?
AI periodontitis staging read one panoramic X-ray at 0.95-0.97 precision on bone landmarks, but tooth detection lagged at 0.82. What the gap means.
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PeriodontologyAI in Periodontal Diagnosis: Are Algorithms Ready to Sit Chairside?
Can AI see gum disease more consistently than clinicians? An early look at deep learning for periodontal bone loss, staging and risk — and…