Automated assessment of peri-implant disease severity by deep learning and image processing in periapical radiographs

Yi Cheng Mao; Chiung An Chen; Yuan Jin Lin; Yu Jen Chang; Sung Tsun Wei; Shih Lun Chen; Tsung Yi Chen; Kuo Chen Li; Wei Chen Tu; Patricia Angela R. Abu

doi:10.1016/j.jds.2025.08.015

Automated assessment of peri-implant disease severity by deep learning and image processing in periapical radiographs

Yi Cheng Mao
, Chiung An Chen
, Yuan Jin Lin
, Yu Jen Chang
, Sung Tsun Wei
, Shih Lun Chen
, Tsung Yi Chen
, Kuo Chen Li
, Wei Chen Tu
, Patricia Angela R. Abu

Department of Information Systems and Computer Science

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

Original language	English
Journal	Journal of Dental Sciences
DOIs	https://doi.org/10.1016/j.jds.2025.08.015
State	Accepted/In press - 2025

ASJC Scopus Subject Areas

General Dentistry

Keywords

Deep learning
Dental radiography
Image processing
Peri-implantitis severity

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10.1016/j.jds.2025.08.015

Cite this

@article{2e7fabb87dee485ca8b379b2e3369e9a,

title = "Automated assessment of peri-implant disease severity by deep learning and image processing in periapical radiographs",

keywords = "Deep learning, Dental radiography, Image processing, Peri-implantitis severity",

author = "Mao, \{Yi Cheng\} and Chen, \{Chiung An\} and Lin, \{Yuan Jin\} and Chang, \{Yu Jen\} and Wei, \{Sung Tsun\} and Chen, \{Shih Lun\} and Chen, \{Tsung Yi\} and Li, \{Kuo Chen\} and Tu, \{Wei Chen\} and Abu, \{Patricia Angela R.\}",

note = "Publisher Copyright: {\textcopyright} 2025 Association for Dental Sciences of the Republic of China",

year = "2025",

doi = "10.1016/j.jds.2025.08.015",

language = "English",

journal = "Journal of Dental Sciences",

issn = "1991-7902",

publisher = "Association for Dental Sciences of the Republic of China",

}

TY - JOUR

T1 - Automated assessment of peri-implant disease severity by deep learning and image processing in periapical radiographs

AU - Mao, Yi Cheng

AU - Chen, Chiung An

AU - Lin, Yuan Jin

AU - Chang, Yu Jen

AU - Wei, Sung Tsun

AU - Chen, Shih Lun

AU - Chen, Tsung Yi

AU - Li, Kuo Chen

AU - Tu, Wei Chen

AU - Abu, Patricia Angela R.

PY - 2025

Y1 - 2025

KW - Deep learning

KW - Dental radiography

KW - Image processing

KW - Peri-implantitis severity

UR - https://www.scopus.com/pages/publications/105013632246

UR - https://www.scopus.com/pages/publications/105013632246#tab=citedBy

U2 - 10.1016/j.jds.2025.08.015

DO - 10.1016/j.jds.2025.08.015

M3 - Article

AN - SCOPUS:105013632246

SN - 1991-7902

JO - Journal of Dental Sciences

JF - Journal of Dental Sciences

ER -

Automated assessment of peri-implant disease severity by deep learning and image processing in periapical radiographs

ASJC Scopus Subject Areas

Keywords

Access to Document

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