Evidence map›Paper›PMID 41821457›Full record

ArticleRadiation protection dosimetry2026

Quantitative determination of gadolinium and iodine contrast agents in dual-energy computed tomography via a dual-energy iterative reconstruction algorithm: a simulation study on multi-contrast imaging.

Maria Magnusson, Michael Sandborg, Åsa Carlsson Tedgren, Alexandr Malusek

Abstract read
In one paragraph

Article in Radiation protection dosimetry, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. 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

4 authors.

Maria MagnussonDepartment of Electrical Engineering, Linköping University, SE-581 83 Linköping, Sweden.ORCID 0000-0002-9072-2204
Michael SandborgCenter for Medical Image Science and Visualization (CMIV), Linköping University, SE-581 85 Linköping, Sweden.ORCID 0000-0003-3352-8330
Åsa Carlsson TedgrenCenter for Medical Image Science and Visualization (CMIV), Linköping University, SE-581 85 Linköping, Sweden.
Alexandr MalusekCenter for Medical Image Science and Visualization (CMIV), Linköping University, SE-581 85 Linköping, Sweden.ORCID 0000-0003-1257-2383

Funding

ALF Grants Region Östergötland LiO-602731Cancerfonden CAN 2017/1029Cancerfonden CAN 2018/622Patientsäkerhetsforskning Region Östergötland LiO-724181Vetenskapsrådet VR-NT 2016-05033
6 · The paper itself

Abstract

Simultaneous quantification of two contrast agents in dual-energy CT (DECT) is promising for clinical diagnostics. This simulation study demonstrates that accurate estimation of iodine and gadolinium concentrations in unmixed aqueous solutions can be achieved using two-material decomposition and beam-hardening suppression with the dual-energy iterative reconstruction algorithm (DIRA). A simulated DECT imaging chain was used for evaluation. The phantom comprised a lipid cylinder containing five inserts filled with water, iodine (25 and 50 mg/mL), and gadolinium (25 and 50 mg/mL) solutions. X-ray projections at 80 and Sn140 kV were generated using Siemens' DRASIM code. DIRA was configured for two-material decomposition with water-bone, water-iodine, and water-gadolinium bases, and cylinder positions were manually defined during reconstruction. After approximately six iterations, accurate estimates of contrast agent mass fractions were obtained. These results confirm the feasibility of simultaneous iodine and gadolinium quantification in DECT and support further development toward a clinical application.

Indexed as

AlgorithmsContrast MediaGadoliniumImage Processing, Computer-AssistedIodineRadiographic Image Interpretation, Computer-AssistedRadiography, Dual-Energy Scanned ProjectionTomography, X-Ray ComputedComputer SimulationHumansPhantoms, ImagingContrast MediaGadoliniumIodine

Identifiers

PMID41821457
PMCPMC13046065

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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.