Evidence map›Paper›PMID 41897599›Full record

ArticleDiagnostics (Basel, Switzerland)2026

A Lightweight and Explainable AI Framework Toward Automated Infraocclusion Detection in Pediatric Panoramic Radiographs.

Zeliha Hatipoglu Palaz, Ecem Elif Cege, Bamoye Maiga, Yaser Dalveren, Gonca Gokce Menekse Dalveren, Ali Kara, Ahmet Soylu, Mohammad Derawi

Abstract read
PubMed Full text at PMC Publisher
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. Cited by 1 paper, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed, 1 synthesis or guideline pooled it.

  1. Pooled it
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.

Zeliha Hatipoglu PalazDepartment of Pediatric Dentistry, Faculty of Dentistry, Gazi University, 06490 Ankara, Turkey.ORCID 0000-0001-6228-8458
Ecem Elif CegeDepartment of Pediatric Dentistry, Faculty of Dentistry, Karabuk University, 78050 Karabuk, Turkey.
Bamoye MaigaRST Technology, Hacettepe University Teknokent, 06800 Ankara, Turkey.ORCID 0000-0003-4219-6630
Yaser DalverenDepartment of Electrical and Electronics Engineering, Izmir Bakircay University, 35665 Izmir, Turkey.ORCID 0000-0002-9459-0042
Gonca Gokce Menekse DalverenDepartment of Computer Engineering, Izmir Bakircay University, 35665 Izmir, Turkey.ORCID 0000-0002-8649-1909
Ali KaraDepartment of Electrical and Electronics Engineering, Gazi University, 06570 Ankara, Turkey.ORCID 0000-0002-9739-7619
Ahmet SoyluSchool of Doctoral Studies, Kristiania University of Applied Sciences, 0107 Oslo, Norway.
Mohammad DerawiDepartment of Electronic Systems, Norwegian University of Science and Technology, 2815 Gjovik, Norway.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

artificial intelligenceclassificationdeep learningdetectioninfraocclusionpanoramic radiographs

Identifiers

PMID41897599
PMCPMC13025254

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.