An Integrated System for Detecting and Numbering Permanent and Deciduous Teeth Across Multiple Types of Dental X-Ray Images Based on YOLOv8.

Ya-Yun Huang, Chiung-An Chen, Yi-Cheng Mao, Chih-Han Li, Bo-Wei Li, Tsung-Yi Chen, Wei-Chen Tu, Patricia Angela R Abu

Abstract read

In one paragraph

Article in Diagnostics (Basel, Switzerland), 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it

0cells of the map it votes in

0citing papers in PubMed

–field-weighted citation impact

1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

8 authors.

Ya-Yun HuangProgram on Semiconductor Manufacturing Technology Academy of Innovative Semiconductor and Sustainable Manufacturing, National Cheng Kung University, Tainan City 701401, Taiwan.ORCID 0009-0009-0505-3375

Chiung-An ChenDepartment of Electrical Engineering, Ming Chi University of Technology, New Taipei City 243303, Taiwan.ORCID 0000-0002-7605-5214

Yi-Cheng MaoDepartment of General Dentistry, Chang Gung Memorial Hospital, Taoyuan City 33305, Taiwan.

Chih-Han LiDepartment of Electronic Engineering, Feng Chia University, Taichung City 40724, Taiwan.

Bo-Wei LiDepartment of Electronic Engineering, Feng Chia University, Taichung City 40724, Taiwan.

Tsung-Yi ChenDepartment of Electronic Engineering, Feng Chia University, Taichung City 40724, Taiwan.ORCID 0009-0003-5964-6084

Wei-Chen TuProgram on Semiconductor Manufacturing Technology Academy of Innovative Semiconductor and Sustainable Manufacturing, National Cheng Kung University, Tainan City 701401, Taiwan.ORCID 0000-0003-1134-5859

Patricia Angela R AbuAteneo Laboratory for Intelligent Visual Environments, Department of Information Systems and Computer Science, Ateneo de Manila University, Quezon City 1108, Philippines.ORCID 0000-0002-8848-6644

Funding

National Science and Technology Council 111-2221-E-033-041, 111-2823-8-033-001, 111-2622-E-131-001, 112-2410-H-197-002-MY2, 113-2314-B-182A-140, and 113-2221-E-131-026Research Support of the Feng Chia University Research Program grant no. 24H00810

6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

bitewing radiographsdeciduous teethdental X-ray imagesimage preprocessingpanoramic radiographsperiapical radiographspermanent teethtooth numberingYOLOv8

Identifiers

PMID40647692

DOI10.3390/diagnostics15131693

PMCPMC12248923

What OpenQuestion holds

Textmetadata

LicenceCC BY

Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.