Evidence map›Paper›PMID 40242414›Full record

ArticleReports of practical oncology and radiotherapy : journal of Greatpoland Cancer Center in Poznan and Polish Society of Radiation Oncology2025

Implementation and validation of the method for the energy spectra reconstruction of electron beams generated by the AQURE mobile accelerator.

Adam Ryczkowski, Bartosz Pawałowski, Marta Małgorzata Kruszyna-Mochalska, Agnieszka Misiarz, Agata Jodda, Przemysław Adrich, Tomasz Piotrowski

Abstract read
In one paragraph

Article in Reports of practical oncology and radiotherapy : journal of Greatpoland Cancer Center in Poznan and Polish Society of Radiation Oncology, 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

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2 · The registry

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3 · Its place in the literature

Who cites it

3 citing papers in PubMed.

  1. Review
  2. Article
  3. Development and characterization of a portable graphite calorimeter system as a primary standard of absorbed dose to water.Reports of practical oncology and radiotherapy : journal of Greatpoland Cancer Center in Poznan and Polish Society of Radiation Oncology · 2025
    Article
4 · The record

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5 · Who and what money

Authors and funding

7 authors.

Adam RyczkowskiDepartment of Electroradiology, Poznan University of Medical Sciences, Poznan, Poland.
Bartosz PawałowskiDepartment of Medical Physics, Greater Poland Cancer Centre, Poznan, Poland.
Marta Małgorzata Kruszyna-MochalskaDepartment of Electroradiology, Poznan University of Medical Sciences, Poznan, Poland.
Agnieszka MisiarzNational Centre for Nuclear Research, Otwock-Swierk, Poland.
Agata JoddaDepartment of Medical Physics, Greater Poland Cancer Centre, Poznan, Poland.
Przemysław AdrichNational Centre for Nuclear Research, Otwock-Swierk, Poland.
Tomasz PiotrowskiDepartment of Electroradiology, Poznan University of Medical Sciences, Poznan, Poland.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: The energy spectrum is the main component of the Monte Carlo model of the electron beam. One possible method to obtain it is a backward reconstruction from the measured depth dose distribution, owing to solving the inverse first-degree Fredholm integral equation with appropriate regularisation. This study aimed to reconstruct and validate energy spectra for mobile intraoperative accelerators. Materials and methods: The Geant4 package was used to simulate percentage depth dose (PDD) distributions. The micro-Diamond detector and the BeamScan water phantom were used to measure PDD. 160 PDDs were simulated for quasi-monoenergetic beams with energies from 0 to 20 MeV for a 10 cm diameter applicator. Using the simulated and measured PDDs, energy spectra were reconstructed for all available nominal energies by solving the inverse Fredholm equation. A single Gaussian peak was used as a reference solution, and the regularisation parameter λ was set to 0.05. Obtained spectra were used to simulate PDD for 5 and 6 cm applicators and compared with the measurements. Results: Simulated and measured PDDs were compared using the gamma analysis method with 2% DD and 2 mm distance to agreement (DTA) criteria. Measured and simulated PDDs agree perfectly for the 4 MeV beam. For higher energies, the PDDs agree at all depths except for depths less than 2 mm. Conclusion: The numerical solution of the inverse Fredholm equation with Tikhonov regularisation using simulated annealing optimisation is a reliable method to reconstruct the energy spectrum for electron beams produced by mobile intraoperative accelerators.

Indexed as

dual annealingIOERTMonte Carlo

Identifiers

PMID40242414
PMCPMC11999011

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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.