Evidence map›Paper›PMID 41597401›Full record

ArticleMedicina (Kaunas, Lithuania)2026

Contrast-Enhanced Mammography and Deep Learning-Derived Malignancy Scoring in Breast Cancer Molecular Subtype Assessment.

Antonia O Ferenčaba, Dora Galić, Gordana Ivanac, Kristina Kralik, Martina Smolić, Justinija Steiner, Ivo Pedišić, Kristina Bojanic

Abstract read
In one paragraph

Article in Medicina (Kaunas, Lithuania), 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

8 authors.

Antonia O FerenčabaDepartment of Radiology, General Hospital Virovitica, 33000 Virovitica, Croatia.
Dora GalićDepartment of Translational Medicine, Faculty of Dental Medicine and Health Osijek, Josip Juraj Strossmayer University of Osijek, 31000 Osijek, Croatia.
Gordana IvanacSchool of Medicine, University of Zagreb, 10000 Zagreb, Croatia.ORCID 0000-0001-8419-1534
Kristina KralikDepartment of Medical Statistics and Medical Informatics, Faculty of Medicine Osijek, Josip Juraj Strossmayer University of Osijek, 31000 Osijek, Croatia.
Martina SmolićDepartment of Translational Medicine, Faculty of Dental Medicine and Health Osijek, Josip Juraj Strossmayer University of Osijek, 31000 Osijek, Croatia.ORCID 0000-0002-6867-826X
Justinija SteinerHealth Center of Osijek-Baranja County, 31000 Osijek, Croatia.ORCID 0000-0002-5732-0238
Ivo PedišićRadiochirurgia Zagreb, 10431 Sveta Nedelja, Croatia.ORCID 0000-0001-9267-988X
Kristina BojanicDepartment of Translational Medicine, Faculty of Dental Medicine and Health Osijek, Josip Juraj Strossmayer University of Osijek, 31000 Osijek, Croatia.ORCID 0000-0003-4473-5706

Funding

Croatian Ministry of Science, Education and Sports IP-FDMZ-2025./2026.-01
6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

Breast NeoplasmsDeep LearningMammographyAdultAgedContrast MediaErb-b2 Receptor Tyrosine KinasesFemaleHumansMiddle AgedRetrospective StudiesContrast MediaErb-b2 Receptor Tyrosine Kinasesartificial intelligencebreast neoplasmscontrast mediadeep learningmammography

Identifiers

PMID41597401
PMCPMC12843474

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.