Evidence map›Paper›PMID 42225911›Full record

ArticleScientific reports2026

High-intensity focused ultrasound (HIFU) modeling: in vitro validation and integration into patient-specific planning tool.

Fabio Morelli, Alessandro Albanesi, Alice Ivanaj, Silvia Buratti, Francesca Parrotta, Junling Fu, Selene Tognarelli, Arianna Menciassi, Elena De Momi, Alberto Redaelli

Abstract readValidation Study
In one paragraph

Article in Scientific reports, 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

10 authors.

Fabio Morelli *Department of Electronics, Information and Bioengineering, Politecnico di Milano, Milan, Italy.
Alessandro Albanesi *Department of Electronics, Information and Bioengineering, Politecnico di Milano, Milan, Italy. alessandro.albanesi@polimi.it.
Alice IvanajDepartment of Electronics, Information and Bioengineering, Politecnico di Milano, Milan, Italy.
Silvia BurattiThe BioRobotics Institute, Scuola Superiore Sant'Anna, 56127, Pisa, Italy.
Francesca ParrottaThe BioRobotics Institute, Scuola Superiore Sant'Anna, 56127, Pisa, Italy.
Junling FuDepartment of Electronics, Information and Bioengineering, Politecnico di Milano, Milan, Italy.
Selene TognarelliThe BioRobotics Institute, Scuola Superiore Sant'Anna, 56127, Pisa, Italy.
Arianna MenciassiThe BioRobotics Institute, Scuola Superiore Sant'Anna, 56127, Pisa, Italy.
Elena De MomiDepartment of Electronics, Information and Bioengineering, Politecnico di Milano, Milan, Italy.
Alberto RedaelliDepartment of Electronics, Information and Bioengineering, Politecnico di Milano, Milan, Italy.

Funding

Ministero dell'Università e della Ricerca 2022342MEF
6 · The paper itself

Abstract

This study aims at developing and experimentally validate a three-dimensional numerical model designed to predict acoustic propagation and thermal effects during High-Intensity Focused Ultrasound (HIFU) therapy, in order to support patient-specific treatment planning. A 3D time-domain simulation was implemented using the k-Wave toolbox, capturing both acoustic wave propagation and thermal effects. Validation was performed using five tissue-mimicking phantoms with distinct acoustic and thermal properties, each tested under three different HIFU exposure conditions. Lesion dimensions were assessed longitudinally and transversely in both simulations and experiments, and spatial concordance was quantified by evaluating the overlap between simulated and experimental lesions. Simulated longitudinal lesion extents fell within the interquartile range of experimental data in four out of nine phantom-condition combinations with a maximum absolute error of 3.14 mm while transverse dimensions in three out of nine with maximum absolute error equal to 4.16 mm. Spatial overlap between simulated and experimental lesions reached a maximum of 92%. Simulations on phantoms required approximately 4 min, while patient-specific cases completed in about 7 min, accurately capturing heterogeneous tissue characteristics and bone interfaces. In scenarios involving rib intersection, a 40% reduction in focal pressure was observed, leading to significant smaller lesions. The validated 3D simulation, integrated into a planning platform, reliably predicts HIFU ablation zones and focal shifts, showing strong agreement with experimental data and delivering results within clinically feasible times.

Indexed as

High-Intensity Focused Ultrasound AblationComputer SimulationHumansPhantoms, ImagingAcoustic simulationPre-operative planningThermal simulationTumor ablationUltrasound therapy

Identifiers

PMID42225911
PMCPMC13462691

What OpenQuestion holds

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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.