Evidence map›Paper›PMID 40450384›Full record

ArticleJournal of applied clinical medical physics2025

Accuracy and reproducibility of a single-pose image-to-robot registration method for mobile C-arm cone beam CT guided histotripsy.

Grace M Minesinger, Paul F Laeseke, Katrina L Falk, Claire E Hennen, Michael A Speidel, Martin G Wagner

Abstract read
In one paragraph

Article in Journal of applied clinical medical physics, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing 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

3 citing papers in PubMed.

  1. Injectable radiopaque targets for cone-beam CT guided histotripsy.International journal of hyperthermia : the official journal of European Society for Hyperthermic Oncology, North American Hyperthermia Group · 2026
    Article
  2. Article
  3. 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

6 authors.

Grace M MinesingerDepartment of Radiology, University of Wisconsin-Madison, Madison, Wisconsin, USA.ORCID https://orcid.org/0000-0002-5150-0094
Paul F LaesekeDepartment of Radiology, University of Wisconsin-Madison, Madison, Wisconsin, USA.
Katrina L FalkDepartment of Radiology, University of Wisconsin-Madison, Madison, Wisconsin, USA.
Claire E HennenDepartment of Radiology, University of Wisconsin-Madison, Madison, Wisconsin, USA.
Michael A SpeidelDepartment of Medical Physics, University of Wisconsin-Madison, Madison, Wisconsin, USA.
Martin G WagnerDepartment of Radiology, University of Wisconsin-Madison, Madison, Wisconsin, USA.ORCID https://orcid.org/0000-0002-7595-797X

Funding

U.W. RADIOLOGICAL SCIENCES TRAINING PROGRAMT32CA009206 · NCI · UNIVERSITY OF WISCONSIN-MADISON · PI Bryan Patrick Bednarz · 1985 to 2026
$12.1M
Integrated Training For Physician-ScientistsT32GM140935 · NIGMS · UNIVERSITY OF WISCONSIN-MADISON · PI Anna Huttenlocher, Jeniel E Nett · 2021 to 2026
$6.5M
Advanced multimodal image-guided histotripsy for precise, safe and effective histotripsy of liver tumorsR01EB031007 · NIBIB · UNIVERSITY OF WISCONSIN-MADISON · PI Paul F Laeseke, Martin Gerd Wagner · 2022 to 2026
$2.5M
Developing an Accurate and Robust Targeting Technique to Enable Transcostal Histotripsy Treatment of Liver TumorsF30CA284541 · NCI · UNIVERSITY OF WISCONSIN-MADISON · PI Katrina Lauren Falk · 2024 to 2026
$135k
NCI NIH HHS F30 CA284541NCI NIH HHS F30CA284541NCI NIH HHS T32 CA009206NIBIB NIH HHS R01 EB031007NIBIB NIH HHS R01EB031007NIGMS NIH HHS T32 GM140935NIGMS NIH HHS T32GM140935
6 · The paper itself

Abstract

purposeHistotripsy is a focal tumor therapy that utilizes focused ultrasound (US) to mechanically destroy tissue. To overcome visualization limitations of diagnostic US-guidance, C-arm cone beam CT (CBCT)-guided histotripsy is being developed, for which a mobile C-arm could increase accessibility. CBCT-guided histotripsy uses a phantom with a helical fiducial pattern to determine the CBCT-to-histotripsy robot coordinate transformation. This study presents an image-to-robot registration method requiring only one phantom CBCT, evaluated for accuracy and reproducibility using a mobile C-arm.

methodsThe phantom is attached to a robotic arm (replacing the histotripsy transducer) and positioned at isocenter. A CBCT is acquired and image-to-robot registration performed by registering a digital model of the phantom to observed fiducials in CBCT coordinates. Registration was performed by one user (n = 8/day, 2 days) and by 12 different users (n = 4/day, 3 days) with fiducial registration errors (FREs) calculated. After each registration, the transducer was reattached to the robot and a treatment delivered in a multi-layered, agar-based phantom. Directional and target registration errors (TREs) were calculated as directional and Euclidean distances between planned and observed treatments. Directional error inter-day differences for the single-user experiment were evaluated for significance using 2-tailed unpaired Student t-tests. The effect of user variability on variability of FRE and directional error was evaluated for significance using 2-tailed F-tests.

resultsRegistrations yielded FRE of 0.12 ± 0.03 mm and TRE of 1.51 ± 0.83 mm. Targeting error significantly increased along the transducer's short axis between days (0.88 ± 0.60 vs 1.43 ± 0.18 mm, p = 0.025) for the single user, with a similar trend for the multi-user experiment (1.45 ± 0.79, 2.70 ± 0.19, and 2.83 ± 0.40 mm). User variability, and thus robot pose variability, did not significantly affect variability of FRE or directional error.

conclusionsMobile C-arm CBCT-guided histotripsy showed high accuracy with minimal yet nonnegligible TREs, consistent within but not between days, demonstrating that errors can be measured and accounted for, ideally near treatment day to maximize accuracy.

Indexed as

Cone-Beam Computed TomographyImage Processing, Computer-AssistedPhantoms, ImagingRoboticsAlgorithmsFiducial MarkersHumansRadiotherapy Planning, Computer-AssistedReproducibility of Resultscone beam CThistotripsyregistration

Identifiers

PMID40450384
PMCPMC12256563

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.