Advanced AI-assisted panoramic radiograph analysis for periodontal prognostication and alveolar bone loss detection

Advanced AI-assisted panoramic radiograph analysis for periodontal prognostication and alveolar bone loss detection

BackgroundPeriodontitis is a chronic inflammatory disease affecting the gingival tissues and supporting structures of the teeth, often leading to tooth loss. The condition begins with the accumulation of dental plaque, which initiates an immune response. Current radiographic methods for assessing al...

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Bibliographic Details
Main Authors: Jarupat Jundaeng, Rapeeporn Chamchong, Choosak Nithikathkul
Format: Article
Language:English
Published: Frontiers Media S.A. 2025-01-01
Series:Frontiers in Dental Medicine
Subjects:
deep learning
convolutional neural networks (CNNs)
panoramic radiograph analysis
alveolar bone loss assessment
periodontal prognosis
Thai Association of Periodontology
Online Access:https://www.frontiersin.org/articles/10.3389/fdmed.2024.1509361/full

Internet

https://www.frontiersin.org/articles/10.3389/fdmed.2024.1509361/full

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