AI Versus Clinicians: Evaluating Accuracy in 10-Year Periodontal Tooth Loss Prognosis

Highlight

  • Clinicians demonstrated higher overall accuracy than AI in predicting 10-year tooth survival using a fixed threshold.
  • AI performance improved and was comparable to clinicians when group-specific optimal thresholds were applied.
  • AI showed worse calibration compared to clinicians, indicating less reliable probability estimates.
  • Individual AI performance overlapped with several clinicians, suggesting potential as an adjunct diagnostic tool.

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For clinical reference; use professional judgment.

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