Evidence map›Paper›PMID 39941174›Full record

ArticleDiagnostics (Basel, Switzerland)2025

Hybrid CNN-Transformer Model for Accurate Impacted Tooth Detection in Panoramic Radiographs.

Deniz Bora Küçük, Andaç Imak, Salih Taha Alperen Özçelik, Adalet Çelebi, Muammer Türkoğlu, Abdulkadir Sengur, Deepika Koundal

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. Cited by 16 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
16citing papers in PubMed, 1 pooled it
–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

16 citing papers in PubMed, 1 synthesis or guideline pooled it.

  1. Transformer-based models in dentistry: a systematic review.BMC medical informatics and decision making · 2026
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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

7 authors.

Deniz Bora KüçükDepartment of Software Engineering, Faculty of Engineering, Samsun University, 55000 Samsun, Turkey.ORCID 0009-0005-2835-506X
Andaç ImakDepartment of Electrical and Electronic Engineering, Faculty of Engineering, Munzur University, 62000 Tunceli, Turkey.ORCID 0000-0002-3654-040X
Salih Taha Alperen ÖzçelikDepartment of Electrical and Electronic Engineering, Faculty of Engineering, Bingol University, 12000 Bingol, Turkey.ORCID 0000-0002-7929-7542
Adalet ÇelebiOral and Maxillofacial Surgery Department, Faculty of Dentistry, Mersin University, 33000 Mersin, Turkey.
Muammer TürkoğluDepartment of Software Engineering, Faculty of Engineering, Samsun University, 55000 Samsun, Turkey.ORCID 0000-0002-2377-4979
Abdulkadir SengurDepartment of Electrical and Electronic Engineering, Faculty of Technology, Firat University, 23100 Elazig, Turkey.ORCID 0000-0003-1614-2639
Deepika KoundalA.I. Virtanen Institute for Molecular Sciences, Faculty of Health Sciences, University of Eastern Finland, 70211 Kuopio, Finland.

Funding

Fırat University TEKF.24.46
6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

impacted tooth detectionsuper resolutiontransformerWeighted Boxes FusionYOLO

Identifiers

PMID39941174
PMCPMC11817329

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.