Evidence map›Paper›PMID 42449769›Full record

ReviewDiagnostics (Basel, Switzerland)2026

Clinical Applications and Decision-Making Impact of Contrast-Enhanced Mammography and MRI: A Recent Structured Review.

Norhayati Mohd Zain, Wan Azani Mustafa

Abstract readReview
In one paragraph

Review 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

2 authors.

Norhayati Mohd ZainMedical Imaging Department, School of Integrative Medicine & Life Sciences, KPJ Healthcare University, Nilai 71800, Negeri Sembilan, Malaysia.ORCID 0000-0001-7216-087X
Wan Azani MustafaFaculty of Electrical Engineering & Technology, Universiti Malaysia Perlis, Pauh Putra Campus, Arau 02600, Perlis, Malaysia.ORCID 0000-0001-7260-6085

Funding

KPJ Healthcare University KPJU/KPJRC/GRANT/2024/01(INT2)
6 · The paper itself

Abstract

Contrast-Enhanced Mammography (CEM) and breast Magnetic Resonance Imaging (MRI) have emerged as important advanced imaging modalities that extend beyond conventional mammography by improving lesion visualization, diagnostic confidence, and clinical decision-making in breast cancer management. However, variability in their clinical application, comparative performance, and impact on workflow and healthcare costs remains a challenge for evidence-based implementation. This structured thematic review aimed to synthesize recent evidence on the clinical applications and decision-making impact of CEM and MRI in breast imaging practice. The review was conducted in accordance with the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) guidelines. A comprehensive literature search was performed using Scopus and PubMed databases, employing advanced keyword combinations including "contrast-enhanced mammography" and "magnetic resonance imaging." Following systematic screening, eligibility assessment, and quality appraisal, 20 Primary Studies (PS) were included in the final qualitative synthesis. The findings were organized into three thematic domains: (1) diagnostic accuracy and comparative performance, (2) clinical implementation and workflow of CEM, and (3) cost-effectiveness and clinical decision impact. Across studies, CEM demonstrated diagnostic accuracy comparable to MRI for lesion detection and characterization, particularly in dense breast tissue, while offering advantages in accessibility, examination time, and patient tolerance. Evidence also highlighted the growing role of CEM in preoperative assessment, treatment monitoring, and problem-solving scenarios, with favorable implications for workflow efficiency. Furthermore, several studies reported potential cost savings and improved clinical decision-making when CEM was used as an alternative or complementary modality to MRI. In conclusion, current evidence supports the expanding clinical role of CEM alongside MRI, highlighting its value as a diagnostically robust imaging modality with potential economic and workflow advantages in selected clinical settings.

Indexed as

breast cancer imagingdiagnostic accuracydiagnostic performance

Identifiers

PMID42449769
PMCPMC13360098

What OpenQuestion holds

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LicenceCC BY
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Registered trials

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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.