Evidence map›Paper›PMID 41682653›Full record

ArticleJournal of clinical medicine2026

Radiomics as a Decision Support Tool for Detecting Occult Periapical Lesions on Intraoral Radiographs.

Barbara Obuchowicz, Joanna Zarzecka, Marzena Jakubowska, Rafał Obuchowicz, Michał Strzelecki, Adam Piórkowski, Joanna Gołda, Karolina Nurzynska, Julia Lasek

Abstract read
PubMed Full text at PMC Publisher
In one paragraph

Article in Journal of clinical medicine, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. Review
  2. Article
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.

Barbara ObuchowiczDepartment of Conservative Dentistry with Endodontics, Institute of Dentistry, Jagiellonian University Medical College, Montelupich 4, 31-155 Krakow, Poland.
Joanna ZarzeckaDepartment of Conservative Dentistry with Endodontics, Institute of Dentistry, Jagiellonian University Medical College, Montelupich 4, 31-155 Krakow, Poland.ORCID 0000-0003-0268-9713
Marzena JakubowskaDepartment of Conservative Dentistry with Endodontics, Institute of Dentistry, Jagiellonian University Medical College, Montelupich 4, 31-155 Krakow, Poland.ORCID 0009-0000-2055-4391
Rafał ObuchowiczDepartment of Diagnostic Imaging, Jagiellonian University Medical College, 30-663 Krakow, Poland.ORCID 0000-0001-5883-5551
Michał StrzeleckiInstitute of Electronics, Łódź University of Technology, 93-590 Łódź, Poland.ORCID 0000-0001-9102-4929
Adam PiórkowskiDepartment of Biocybernetics and Biomedical Engineering, AGH University of Krakow, 30-059 Krakow, Poland.ORCID 0000-0003-4773-5322
Joanna GołdaDepartment of Conservative Dentistry with Endodontics, Institute of Dentistry, Jagiellonian University Medical College, Montelupich 4, 31-155 Krakow, Poland.ORCID 0009-0000-4706-590X
Karolina NurzynskaDepartment of Algorithmics and Software, Silesian University of Technology, 44-100 Gliwice, Poland.ORCID 0000-0001-5137-5732
Julia LasekFaculty of Geology, Geophysics and Environmental Protection, AGH University of Krakow, 30-059 Krakow, Poland.ORCID 0000-0003-2516-1823

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

apical periodontitisartificial intelligencecone-beam computed tomographydental radiographyendodonticsperiapical diseasesradiomics

Identifiers

PMID41682653
PMCPMC12898856

What OpenQuestion holds

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LicenceCC BY
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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.