Evidence map›Paper›PMID 41897608›Full record

ArticleDiagnostics (Basel, Switzerland)2026

An Adaptive Attention 3D U-Net for High-Fidelity MRI-to-CT Synthesis: Bridging the Anatomical Gap with CBAM.

Chaima Bensebihi, Nacer Eddine Benzebouchi, Nawel Zemmal, Abdallah Namoun, Aida Chefrour, Siham Amrouch

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

6 authors.

Chaima BensebihiLiM Laboratory, Department of Computer Science, Faculty of Science and Technology, University of Souk Ahras, Souk Ahras 41000, Algeria.ORCID 0009-0009-4318-0471
Nacer Eddine BenzebouchiLabGED Laboratory, Badji Mokhtar-Annaba University, Annaba 23000, Algeria.ORCID 0000-0001-7148-3212
Nawel ZemmalLabGED Laboratory, Badji Mokhtar-Annaba University, Annaba 23000, Algeria.ORCID 0000-0003-2827-4946
Abdallah NamounAI Center, Islamic University of Madinah, Madinah 42351, Saudi Arabia.ORCID 0000-0002-7050-0532
Aida ChefrourDepartment of Computer Science, Faculty of Science and Technology, University of Souk Ahras, Souk Ahras 41000, Algeria.ORCID 0000-0002-2667-3196
Siham AmrouchLiM Laboratory, Department of Computer Science, Faculty of Science and Technology, University of Souk Ahras, Souk Ahras 41000, Algeria.ORCID 0009-0008-6112-0141

Funding

Research Deanship, Islamic University of Madinah XYZ-2025
6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

3D U-Netdeep learningdiagnostic imagingMRI-to-CT synthesisradiation-free workflowsynthetic CT

Identifiers

PMID41897608
PMCPMC13024797

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.