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Prediction of Lower Third Molar Eruption in Panoramic Radiography Using Artificial Intelligence (AI): PDApp

2026·0 Zitationen·DiagnosticsOpen Access
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Zitationen

5

Autoren

2026

Jahr

Abstract

<b>Background/Objective</b>: Preoperative prediction of third molar eruption with artificial intelligence (AI) has been a challenge in dentistry and oral surgery. <b>Methods</b>: In this investigation, we used machine learning (ML) algorithms to characterize M3 panoramic radiological images for the preoperative differential diagnosis of third nolar eruption/retention and compared them with clibical explorations to validate their performance. <b>Results</b>: We retrospectively collected data of patients with mandibular thid molar retention, where all eruption diagnoses were confirmed via clinical exploration. A total of 383 panoramic radiographies were selected to train the PDApp software for eruption diagnosis for the software validation. <b>Conclusions</b>: The PDApp software achieved the highest performance metrics for the prediction of mandibular third molar eruption.

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