Evidence map›Paper›PMID 42510125›Full record

ArticleDiagnostics (Basel, Switzerland)2026

Landmark Regression with Attention U-Net for Assessing Breast Positioning Quality in MLO Mammography View.

Nurper Denizoglu, Toygar Tanyel, Enes Can Erkan, Mustafa Ege Seker, Emine Meltem, Esma Aktufan Cerekci, Deniz Alis, Ilkay Oksuz, Ercan Karaarslan, Erkin Aribal

Abstract read
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. 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

10 authors.

Nurper DenizogluDepartment of Radiology, Sultan 2. Abdulhamid Han Training and Research Hospital, Istanbul 34668, Turkey.ORCID 0000-0002-3677-8872
Toygar TanyelBiomedical Engineering Graduate Program, Istanbul Technical University, Istanbul 34469, Turkey.ORCID 0000-0002-2421-6880
Enes Can ErkanBiomedical Engineering Graduate Program, Istanbul Technical University, Istanbul 34469, Turkey.ORCID 0009-0001-6285-3450
Mustafa Ege SekerDepartment of Radiology, School of Medicine, University of Wisconsin, Madison, WI 53792, USA.ORCID 0000-0001-7664-5786
Emine MeltemDepartment of Radiology, Istanbul Training and Research Hospital, University of Health Sciences, Istanbul 34098, Turkey.ORCID 0000-0003-3927-321X
Esma Aktufan CerekciDepartment of Radiology, Sisli Hamidiye Etfal Training and Research Hospital, Istanbul 34371, Turkey.ORCID 0000-0002-3924-9394
Deniz AlisDepartment of Radiology, School of Medicine, Acibadem Mehmet Ali Aydinlar University, Istanbul 34684, Turkey.
Ilkay OksuzDepartment of Computer Engineering, Istanbul Technical University, Istanbul 34469, Turkey.
Ercan KaraarslanDepartment of Radiology, School of Medicine, Acibadem Mehmet Ali Aydinlar University, Istanbul 34684, Turkey.
Erkin AribalDepartment of Radiology, School of Medicine, Acibadem Mehmet Ali Aydinlar University, Istanbul 34684, Turkey.

Funding

Istanbul Technical University 44250The Scientific and Technological Research Council of Türkiye 124N419
6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

breast cancerdeep learningmammographypositioning quality

Identifiers

PMID42510125
PMCPMC13409498

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.