Evidence map›Paper›PMID 40428767›Full record

ArticleMedicina (Kaunas, Lithuania)2025

AI in 2D Mammography: Improving Breast Cancer Screening Accuracy.

Sebastian Ciurescu, Simona Cerbu, Ciprian Nicușor Dima, Florina Borozan, Raluca Pârvănescu, Diana-Gabriela Ilaș, Cosmin Cîtu, Corina Vernic, Ioan Sas

Abstract read
In one paragraph

Article in Medicina (Kaunas, Lithuania), 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
4citing papers in PubMed, 1 pooled it
–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

4 citing papers in PubMed, 1 synthesis or guideline pooled it.

  1. Pooled it
  2. Review
  3. Article
  4. Review
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.

Sebastian CiurescuDoctoral School in Medicine, Victor Babeș University of Medicine and Pharmacy, 300041 Timișoara, Romania.ORCID 0009-0007-8178-0449
Simona CerbuDepartment XV of Orthopaedics, Traumatology, Urology and Medical Imaging, Discipline of Radiology and Medical Imaging, Victor Babeș University of Medicine and Pharmacy, 300041 Timișoara, Romania.
Ciprian Nicușor DimaDivision of Cardiovascular Surgery, Department VI Cardiology, Victor Babeș University of Medicine and Pharmacy, 300041 Timișoara, Romania.
Florina BorozanDoctoral School in Medicine, Victor Babeș University of Medicine and Pharmacy, 300041 Timișoara, Romania.
Raluca PârvănescuDoctoral School in Medicine, Victor Babeș University of Medicine and Pharmacy, 300041 Timișoara, Romania.
Diana-Gabriela IlașDepartment of Medical Semiology, Victor Babeș University of Medicine and Pharmacy, 300041 Timișoara, Romania.
Cosmin CîtuDepartment of Obstetrics and Gynecology, Victor Babeş University of Medicine and Pharmacy, 300041 Timișoara, Romania.ORCID 0000-0002-3730-6527
Corina VernicDoctoral School in Medicine, Victor Babeș University of Medicine and Pharmacy, 300041 Timișoara, Romania.ORCID 0000-0002-6099-871X
Ioan SasDepartment of Obstetrics and Gynecology, Victor Babeş University of Medicine and Pharmacy, 300041 Timișoara, Romania.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

Artificial IntelligenceBreast NeoplasmsEarly Detection of CancerMammographyAdultAgedFemaleHumansMiddle AgedNeural Networks, ComputerRetrospective StudiesROC CurveSensitivity and SpecificityAI-assisted breast cancer detectionmedical image processing

Identifiers

PMID40428767
PMCPMC12113060

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.