Performance evaluation of a deep learning model for automatic detection and localization of idiopathic osteosclerosis on dental panoramic radiographs

Performance evaluation of a deep learning model for automatic detection and localization of idiopathic osteosclerosis on dental panoramic radiographs

Abstract Idiopathic osteosclerosis (IO) are focal radiopacities of unknown etiology observed in the jaws. These radiopacities are incidentally detected on dental panoramic radiographs taken for other reasons. In this study, we investigated the performance of a deep learning model in detecting IO usi...

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Bibliographic Details
Main Authors: Melek Tassoker, Muhammet Üsame Öziç, Fatma Yuce
Format: Article
Language:English
Published: Nature Portfolio 2024-02-01
Series:Scientific Reports
Subjects:
Deep learning
Dense bone island
Idiopathic osteosclerosis
Panoramic radiography
YOLOv5
Online Access:https://doi.org/10.1038/s41598-024-55109-2

Internet

https://doi.org/10.1038/s41598-024-55109-2

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