Automated Caries Detection Under Dental Restorations and Braces Using Deep Learning

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

doi:10.3390/bioengineering12050533

Automated Caries Detection Under Dental Restorations and Braces Using Deep Learning

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

Department of Information Systems and Computer Science

Taoyuan Chang Gang Memorial Hospital
National Cheng Kung University
Chung Yuan Christian University
Ming Chi University of Technology
Feng Chia University
Fuzhou University

Research output: Contribution to journal › Article › peer-review

Original language	English
Article number	533
Journal	Bioengineering
Volume	12
Issue number	5
DOIs	https://doi.org/10.3390/bioengineering12050533
State	Published - May 2025

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

SDG 3 Good Health and Well-being

ASJC Scopus Subject Areas

Bioengineering

Keywords

YOLOv8
bitewing radiography
caries under dental restoration and dental braces
convolutional neural network
image enhancement
tooth segmentation

Access to Document

10.3390/bioengineering12050533

Cite this

@article{29df5e5ee8de4a3b946a0d7c29e30e49,

title = "Automated Caries Detection Under Dental Restorations and Braces Using Deep Learning",

keywords = "YOLOv8, bitewing radiography, caries under dental restoration and dental braces, convolutional neural network, image enhancement, tooth segmentation",

author = "Mao, \{Yi Cheng\} and Lin, \{Yuan Jin\} and Hu, \{Jen Peng\} and Liu, \{Zi Yu\} and Chen, \{Shih Lun\} and Chen, \{Chiung An\} and Chen, \{Tsung Yi\} and Li, \{Kuo Chen\} and Wang, \{Liang Hung\} and Tu, \{Wei Chen\} and Abu, \{Patricia Angela R.\}",

note = "Publisher Copyright: {\textcopyright} 2025 by the authors.",

year = "2025",

month = may,

doi = "10.3390/bioengineering12050533",

language = "English",

volume = "12",

journal = "Bioengineering",

issn = "2306-5354",

publisher = "Multidisciplinary Digital Publishing Institute (MDPI)",

number = "5",

}

TY - JOUR

T1 - Automated Caries Detection Under Dental Restorations and Braces Using Deep Learning

AU - Mao, Yi Cheng

AU - Lin, Yuan Jin

AU - Hu, Jen Peng

AU - Liu, Zi Yu

AU - Chen, Shih Lun

AU - Chen, Chiung An

AU - Chen, Tsung Yi

AU - Li, Kuo Chen

AU - Wang, Liang Hung

AU - Tu, Wei Chen

AU - Abu, Patricia Angela R.

PY - 2025/5

Y1 - 2025/5

KW - YOLOv8

KW - bitewing radiography

KW - caries under dental restoration and dental braces

KW - convolutional neural network

KW - image enhancement

KW - tooth segmentation

UR - https://www.scopus.com/pages/publications/105006781753

UR - https://www.scopus.com/pages/publications/105006781753#tab=citedBy

U2 - 10.3390/bioengineering12050533

DO - 10.3390/bioengineering12050533

M3 - Article

C2 - 40428152

AN - SCOPUS:105006781753

SN - 2306-5354

VL - 12

JO - Bioengineering

JF - Bioengineering

IS - 5

M1 - 533

ER -

Automated Caries Detection Under Dental Restorations and Braces Using Deep Learning

UN SDGs

ASJC Scopus Subject Areas

Keywords

Access to Document

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