Deep Learning Architecture to Infer Kennedy Classification of Partially Edentulous Arches Using Object Detection Techniques and Piecewise Annotations

Deep Learning Architecture to Infer Kennedy Classification of Partially Edentulous Arches Using Object Detection Techniques and Piecewise Annotations

Objectives: Dental health is integral to overall well-being, with early detection of issues critical for prevention. This research work focuses on utilizing artificial intelligence and deep learning–based object detection techniques for automated detection of common dental issues in orthopantomograp...

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Bibliographic Details
Main Authors: Zohaib Khurshid, MRes, FDTFEd, FHEA, Maria Waqas, PhD, Shehzad Hasan, PhD, Shakeel Kazmi, PhD, Muhammad Faheemuddin, FCPS
Format: Article
Language:English
Published: Elsevier 2025-02-01
Series:International Dental Journal
Subjects:
Kennedy classification
broken root
periodontally compromised tooth
deep learning
object detection and localization
You Only Look Once (YOLO)
Online Access:http://www.sciencedirect.com/science/article/pii/S0020653924015910
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