Evidence map›Paper›PMID 42452609›Full record

ArticleJournal of clinical medicine2026

Automated YOLO-Based Cephalometric Landmark Detection for ANB-Based Skeletal Classification: A Retrospective Single-Centre Study.

Jacek Kotula, Marcin Konarzewski, Jakub Polkowski, Krzysztof Kotula, Joanna Lis, Rafal Porowski, Anna Ewa Kuc, Beata Kawala, Michal Sarul

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. 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.

Jacek KotulaDepartment of Dentofacial Orthopedics and Orthodontics, Wroclaw Medical University, Krakowska 26, 50-425 Wroclaw, Poland.ORCID 0000-0002-5781-6540
Marcin KonarzewskiFaculty of Mechanical Engineering, Military University of Technology, Gen. Kaliskiego 2, 00-908 Warsaw, Poland.ORCID 0000-0003-3352-8621
Jakub PolkowskiFaculty of Mechanical Engineering, Military University of Technology, Gen. Kaliskiego 2, 00-908 Warsaw, Poland.
Krzysztof KotulaFaculty of Medicine, Pomeranian Medical University in Szczecin, 71-210 Szczecin, Poland.ORCID 0009-0008-8487-4675
Joanna LisDepartment of Dentofacial Orthopedics and Orthodontics, Wroclaw Medical University, Krakowska 26, 50-425 Wroclaw, Poland.
Rafal PorowskiInstitute of Physics, Jan Kochanowski University of Kielce, 25-369 Kielce, Poland.
Anna Ewa KucDepartment of Dentofacial Orthopedics and Orthodontics, Wroclaw Medical University, Krakowska 26, 50-425 Wroclaw, Poland.ORCID 0000-0002-5281-0940
Beata KawalaDepartment of Dentofacial Orthopedics and Orthodontics, Wroclaw Medical University, Krakowska 26, 50-425 Wroclaw, Poland.ORCID 0000-0002-3284-7893
Michal SarulDepartment of Integrated Dentistry, Wroclaw Medical University, Krakowska 26, 50-425 Wroclaw, Poland.ORCID 0000-0002-2518-0007

Funding

Military University of Technology UGB 531-000103-W100-22Wroclaw Medical University SUBZ.B031.26.005 and SUBZ.B033.26.004
6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

ANB angleartificial intelligencecephalometryclinical validationconvolutional neural networkdeep learningdiagnostic agreementlandmark detectionorthodonticsreproducibilityskeletal classificationYOLO

Identifiers

PMID42452609
PMCPMC13362554

What OpenQuestion holds

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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.