Development and evaluation of a deep learning-based system for dental age estimation using the demirjian method on panoramic radiographs

Abstract Background To develop and evaluate a deep learning-based model for automatic dental age estimation using the Demirjian method on panoramic radiographs, and to compare its performance with the traditional manual approach. Materials and methods A total of 4,800 panoramic radiographs (mean age...

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Bibliographic Details
Main Authors: Yunus Balel, Kaan Sağtaş, Havva Nur Bülbül
Format: Article
Language:English
Published: BMC 2025-07-01
Series:BMC Oral Health
Subjects:
Online Access:https://doi.org/10.1186/s12903-025-06420-5
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