Evidence map›Paper›PMID 40807175›Full record

ArticleJournal of clinical medicine2025

Improving Endodontic Radiograph Interpretation with TV-CLAHE for Enhanced Root Canal Detection.

Barbara Obuchowicz, Joanna Zarzecka, Michał Strzelecki, Marzena Jakubowska, Rafał Obuchowicz, Adam Piórkowski, Elżbieta Zarzecka-Francica, Julia Lasek

Abstract read
In one paragraph

Article in Journal of clinical medicine, 2025. 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

8 authors.

Barbara ObuchowiczDepartment of Conservative Dentistry with Endodontics, Jagiellonian University Collegium Medicum, Montelupich 4, 31-155 Cracow, Poland.
Joanna ZarzeckaDepartment of Conservative Dentistry with Endodontics, Jagiellonian University Collegium Medicum, Montelupich 4, 31-155 Cracow, Poland.
Michał StrzeleckiInstitute of Electronics, Lodz University of Technology, 93-590 Lodz, Poland.ORCID 0000-0001-9102-4929
Marzena JakubowskaDepartment of Conservative Dentistry with Endodontics, Jagiellonian University Collegium Medicum, Montelupich 4, 31-155 Cracow, Poland.
Rafał ObuchowiczDepartment of Diagnostic Imaging, Jagiellonian University Medical College, 30-663 Krakow, Poland.ORCID 0000-0001-5883-5551
Adam PiórkowskiDepartment of Biocybernetics and Biomedical Engineering, AGH University of Krakow, 30-059 Krakow, Poland.ORCID 0000-0003-4773-5322
Elżbieta Zarzecka-FrancicaDepartment of Prosthodonics with Orthodontics, Institute of Dentistry Jagiellonian University Medical College, 30-059 Krakow, Poland.ORCID 0000-0003-4220-3554
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

CLAHEdental radiographyendodonticsimage enhancementroot canal anatomy

Identifiers

PMID40807175
PMCPMC12347500

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.