Automated Caries Detection Under Dental Restorations and Braces Using Deep Learning

Automated Caries Detection Under Dental Restorations and Braces Using Deep Learning

In the dentistry field, dental caries is a common issue affecting all age groups. The presence of dental braces and dental restoration makes the detection of caries more challenging. Traditionally, dentists rely on visual examinations to diagnose caries under restoration and dental braces, which can...

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Main Authors: Yi-Cheng Mao, Yuan-Jin Lin, Jen-Peng Hu, Zi-Yu Liu, Shih-Lun Chen, Chiung-An Chen, Tsung-Yi Chen, Kuo-Chen Li, Liang-Hung Wang, Wei-Chen Tu, Patricia Angela R. Abu
Format: Article
Language:English
Published: MDPI AG 2025-05-01
Series:Bioengineering
Subjects:
bitewing radiography
caries under dental restoration and dental braces
convolutional neural network
image enhancement
tooth segmentation
YOLOv8
Online Access:https://www.mdpi.com/2306-5354/12/5/533
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