Evidence map›Paper›PMID 41102895›Full record

ArticleMagnetic resonance in medicine2026

A Subvoxel Correction of Boiling-Induced Susceptibility Artifacts in Magnetic Resonance Thermometry and Dosimetry for Monitoring Microwave Thermoablation: A Feasibility Study in a Swine Model.

Eber Dantas, Rebecca Lafont, Pierre Bour, Thibaut Faller, Bruno Quesson, Helcio R B Orlande, Valéry Ozenne

Abstract read
In one paragraph

Article in Magnetic resonance in medicine, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. Article
  2. Article
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

7 authors.

Eber DantasPolitécnica/COPPE, Department of Mechanical Engineering, Federal University of Rio de Janeiro-UFRJ, Rio de Janeiro, Brazil.ORCID https://orcid.org/0000-0003-2693-0719
Rebecca LafontCNRS, CRMSB, UMR 5536, IHU Liryc, Université de Bordeaux, Bordeaux, France.
Pierre BourCertis Therapeutics, Pessac, France.
Thibaut FallerCertis Therapeutics, Pessac, France.ORCID https://orcid.org/0000-0003-2003-4948
Bruno QuessonCNRS, CRMSB, UMR 5536, IHU Liryc, Université de Bordeaux, Bordeaux, France.ORCID https://orcid.org/0000-0001-6434-3684
Helcio R B OrlandePolitécnica/COPPE, Department of Mechanical Engineering, Federal University of Rio de Janeiro-UFRJ, Rio de Janeiro, Brazil.ORCID https://orcid.org/0000-0002-3511-322X
Valéry OzenneCNRS, CRMSB, UMR 5536, IHU Liryc, Université de Bordeaux, Bordeaux, France.ORCID https://orcid.org/0000-0002-7883-756X

Funding

Agence Nationale de la Recherche: SMART-HEAT(ANR-24-CE92-0073)Centre National de la Recherche Scientifique (CNRS), MITI interdisciplinary programsCNPQ and FAPERJConselho Nacional de Desenvolvimento Científico e TecnológicoCoordenação de Aperfeiçoamento de Pessoal de Nível SuperiorFundação Carlos Chagas Filho de Amparo à Pesquisa do Estado do Rio de JaneiroUniversité de Bordeaux RRI "IMPACT"
6 · The paper itself

Abstract

purposeReal-time monitoring of microwave liver ablation (MWA) using MRI thermometry can be hindered by boiling-induced susceptibility artifacts. These artifacts cause large temperature measurement errors that prevent accurate lesion size prediction. This study proposes a correction methodology based on removing the contribution of this susceptibility artifact using subvoxel sources of susceptibility.

methodsIn vivo microwave ablations (N = 23) were performed on seven pig livers and the temperature was monitored using the proton resonance frequency shift (PRFS) method. The boiling-induced artifacts were observed in 11 ablation cases. To validate the proposed methodology, the thermal dose was computed from the corrected temperature maps, and the resulting lesion estimates were compared in three dimensions with ground-truth lesion segmentations derived from post-ablation T1w images. A numerical simulation was also conducted to emphasize the need for a finer spatial discretization.

resultsAfter correction, a better agreement was noticed between thermal dose prediction and lesion size. Over the 11 cases observed with boiling-induced susceptibility artifacts, the median volumetric Dice, Total Overlap, and False Negative rates changed by 4.8%, 6.2%, and -11.4%.

conclusionComparison with T1w imaging showed improvements in prediction of lesion volume. The proposed methodology takes into account partial volume effects and the contribution of adjacent slices. It was able to simulate a diverse range of deformed dipole-like artifacts observed in experimental data.

Indexed as

Ablation TechniquesImage Processing, Computer-AssistedLiverMagnetic Resonance ImagingMicrowavesThermometryAlgorithmsAnimalsArtifactsFeasibility StudiesModels, AnimalSwineboiling artifactmicrowave ablationMRIsusceptibility bubblesthermal dosethermometry

Identifiers

PMID41102895
PMCPMC12746378

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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.