Detection of Fractured Endodontic Instruments in Periapical Radiographs: A Comparative Study of YOLOv8 and Mask R-CNN

Detection of Fractured Endodontic Instruments in Periapical Radiographs: A Comparative Study of YOLOv8 and Mask R-CNN

<b>Background/Objectives:</b> Accurate localization of fractured endodontic instruments (FEIs) in periapical radiographs (PAs) remains a significant challenge. This study aimed to evaluate the performance of YOLOv8 and Mask R-CNN in detecting FEIs and root canal treatments (RCTs) and com...

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Bibliographic Details
Main Authors: İrem Çetinkaya, Ekin Deniz Çatmabacak, Emir Öztürk
Format: Article
Language:English
Published: MDPI AG 2025-03-01
Series:Diagnostics
Subjects:
fractured endodontic instruments
root canal therapy
YOLOv8
Mask R-CNN
Artificial Intelligence
periapical radiography
Online Access:https://www.mdpi.com/2075-4418/15/6/653
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