Evidence map›Paper›PMID 42587690›Full record

ArticleDiagnostics (Basel, Switzerland)2026

A Genetic Algorithm-Optimized ConvNeXtV2-YOLOv8 Framework for Dental Caries Detection in Panoramic Radiographs.

Nebras Sobahi, Deniz Bora Küçük, Kazım Kılıç, Andaç İmak, Adalet Çelebi, Yazyd Alghamedi, Cafer Yazicioglu, Muammer Türkoğlu, Abdulkadir Şengür

Abstract read
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In one paragraph

Article in Diagnostics (Basel, Switzerland), 2026. 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

9 authors.

Nebras SobahiDepartment of Electrical and Computer Engineering, Faculty of Engineering, King Abdulaziz University, Jeddah 21589, Saudi Arabia.ORCID 0000-0001-5788-5629
Deniz Bora KüçükDepartment of Software Engineering, Computer and Information Sciences Faculty, Samsun University, 55000 Samsun, Turkey.ORCID 0009-0005-2835-506X
Kazım KılıçDepartment of Artificial Intelligent Engineering, Computer and Information Sciences Faculty, Samsun University, 55000 Samsun, Turkey.
Andaç İmakDepartment of Electrical and Electronic Engineering, Faculty of Engineering, Munzur University, 62000 Tunceli, Turkey.ORCID 0000-0002-3654-040X
Adalet ÇelebiOral and Maxillofacial Surgery Department, Faculty of Dentistry, Mersin University, 33000 Mersin, Turkey.
Yazyd AlghamediDepartment of Electrical and Computer Engineering, Faculty of Engineering, King Abdulaziz University, Jeddah 21589, Saudi Arabia.
Cafer YaziciogluDepartment of Construction, Vocational School of Technical Sciences, Batman University, 72000 Batman, Turkey.ORCID 0000-0001-9561-0036
Muammer TürkoğluDepartment of Software Engineering, Computer and Information Sciences Faculty, Samsun University, 55000 Samsun, Turkey.ORCID 0000-0002-2377-4979
Abdulkadir ŞengürDepartment of Electrical-Electronics Engineering, Faculty of Technology, Firat University, 23100 Elazig, Turkey.ORCID 0000-0003-1614-2639

Funding

KAU Endowment (WAQF), king Abdulaziz University
6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

ConvNeXtV2deep learningdental caries detectiongenetic algorithm optimizationobject detectionpanoramic radiographyYOLOv8

Identifiers

PMID42587690
PMCPMC13465373

What OpenQuestion holds

Textmetadata
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.