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

Access to Document

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/inward/citedby.url?scp=105013632246&partnerID=8YFLogxK

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

Other files and links

Fingerprint

Cite this