Evidence map›Paper›PMID 41590534›Full record

ArticleJournal of personalized medicine2026

Beyond Strict Physics: Using Poiseuille's Law as a Practical Framework to Optimize and Personalize Cementoplasty.

Sylvain Grange, Rémi Grange, Vincent Habouzit, Maxime Pastor, Louis-Martin Boucher, Jean-Pierre Pelage, Natalia Gorelik, Nicolas Stacoffe

Abstract read
PubMed Full text at PMC Publisher
In one paragraph

Article in Journal of personalized medicine, 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

8 authors.

Sylvain GrangeService de Radiologie, CHU Saint-Etienne Université Jean Monnet, Mines Saint-Etienne, INSERM, SAINBIOSE U1059, 42055 Saint-Etienne Cedex, France.ORCID 0000-0003-3706-297X
Rémi GrangeService de Radiologie, CHU Saint-Etienne, Université Jean Monnet, 42055 Saint-Etienne Cedex, France.
Vincent HabouzitDepartment of Nuclear Medicine, Saint-Etienne University Hospital, University of Saint-Etienne, 42055 Saint-Etienne Cedex, France.
Maxime PastorOsteoarticular Medical Imaging Section, Department of Medical Imaging, Lapeyronie Hospital, 34295 Montpellier Cedex 5, France.
Louis-Martin BoucherDepartment of Diagnostic Radiology, McGill University Health Centre (MUHC-Glen)-Royal Victoria Hospital, Montreal, QC H3A 1A1, Canada.ORCID 0000-0003-2802-2124
Jean-Pierre PelageDepartment of Diagnostic Radiology, McGill University Health Centre (MUHC-Glen)-Royal Victoria Hospital, Montreal, QC H3A 1A1, Canada.
Natalia GorelikDepartment of Diagnostic Radiology, McGill University Health Centre (MUHC-Glen)-Royal Victoria Hospital, Montreal, QC H3A 1A1, Canada.ORCID 0000-0001-9672-6807
Nicolas StacoffeDepartment of Radiology, Groupement Hospitalier Sud, Hospice Civils de Lyon, 69495 Pierre-Bénite Cedex, France.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

bone cementscementoplastyinjectionsinterventional radiologyintralesionalpersonalized medicinepressurevertebroplastyviscosity

Identifiers

PMID41590534
PMCPMC12843089

What OpenQuestion holds

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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.