ArticleMedical physics2021
Report on G4-Med, a Geant4 benchmarking system for medical physics applications developed by the Geant4 Medical Simulation Benchmarking Group.
Article in Medical physics, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 35 papers.
What it found
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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.
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.
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Who cites it
35 citing papers in PubMed.
- Evaluation of a new set of Geant4-DNA Physics models for the simulation of electron track structures in liquid water up to 10 MeV.Medical physics · 2026Article
- Ultra-high dose rate dependent modeling of plasmid DNA damage with TOPAS-nBio.Physics in medicine and biology · 2026Article
- Development and validation of a TOPAS Monte Carlo model for a 0.5 T bi-planar Linac-MR.Medical physics · 2026Article
- GATE 10 Monte Carlo particle transport simulation: I. Development and new features.Physics in medicine and biology · 2026Article
- Impact of Geant4's electromagnetic physics constructors on accuracy and performance of simulations for rare event searches.The European physical journal. C, Particles and fields · 2026Article
- An absorbed dose-based source strength determination for diffusing alpha-emitters radiation therapy (DaRT) brachytherapy seeds - Proof of concept.Medical physics · 2025Article
- Optimizing dosimetry in Y-90 microsphere radioembolization: GPU-accelerated Monte Carlo simulation versus conventional methods for high-volume setting.EJNMMI physics · 2025Article
- Radiation Shielding Evaluation of Carbohydrate Hydrogel Radiotherapy Pads Containing High-Z Fillers: A Geant4 Study.Polymers · 2025Article
- Experimental validation of Geant4 nuclear interaction models in dose calculations of therapeutic carbon ion beams.Medical physics · 2025Article
- TOPAS-nBio-Reg: a regression testing system for track structure simulations in TOPAS-nBio.Physics in medicine and biology · 2025Article
- A mechanistic simulation of induced DNA damage in a bacterial cell by X- and gamma rays: a parameter study.Physical and engineering sciences in medicine · 2024Article
- An interface tool to parametrize treatment plans for the TrueBeam radiotherapy system into TOPAS parameter control files for Monte Carlo simulation.Physica medica : PM : an international journal devoted to the applications of physics to medicine and biology : official journal of the Italian Association of Biomedical Physics (AIFB) · 2024Article
- TOPAS simulation of photoneutrons in radiotherapy: accuracy and speed with variance reduction.Physics in medicine and biology · 2024Article
- Ionization Detail Parameters for DNA Damage Evaluation in Charged Particle Radiotherapy: Simulation Study Based on Cell Survival Database.International journal of molecular sciences · 2024Article
- First experimental demonstration of real-time neutron capture discrimination in helium and carbon ion therapy.Scientific reports · 2024Article
- The effect of vaginal cylinder inhomogeneity on the HDR brachytherapy dose calculations using Monte Carlo simulations.Journal of applied clinical medical physics · 2024Article
- Comparison between InterDosi and MCNP in the estimation of photon SAFs on a series of ICRP pediatric voxelized phantoms.Japanese journal of radiology · 2023Article
- Validation of the DoseCalcs Monte Carlo code for estimating theRadiological physics and technology · 2023Article
- Article
- Orthovoltage X-ray Minibeam Radiation Therapy for the Treatment of Ocular Tumours-An In Silico Evaluation.Cancers · 2023Article
Corrections and comments
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Authors and funding
40 authors.
Funding
Abstract
backgroundGeant4 is a Monte Carlo code extensively used in medical physics for a wide range of applications, such as dosimetry, micro- and nanodosimetry, imaging, radiation protection, and nuclear medicine. Geant4 is continuously evolving, so it is crucial to have a system that benchmarks this Monte Carlo code for medical physics against reference data and to perform regression testing.
aimsTo respond to these needs, we developed G4-Med, a benchmarking and regression testing system of Geant4 for medical physics. MATERIALS AND
methodsG4-Med currently includes 18 tests. They range from the benchmarking of fundamental physics quantities to the testing of Monte Carlo simulation setups typical of medical physics applications. Both electromagnetic and hadronic physics processes and models within the prebuilt Geant4 physics lists are tested. The tests included in G4-Med are executed on the CERN computing infrastructure via the use of the geant-val web application, developed at CERN for Geant4 testing. The physical observables can be compared to reference data for benchmarking and to results of previous Geant4 versions for regression testing purposes.
resultsThis paper describes the tests included in G4-Med and shows the results derived from the benchmarking of Geant4 10.5 against reference data. DISCUSSION: Our results indicate that the Geant4 electromagnetic physics constructor G4EmStandardPhysics_option4 gives a good agreement with the reference data for all the tests. The QGSP_BIC_HP physics list provided an overall adequate description of the physics involved in hadron therapy, including proton and carbon ion therapy. New tests should be included in the next stage of the project to extend the benchmarking to other physical quantities and application scenarios of interest for medical physics.
conclusionThe results presented and discussed in this paper will aid users in tailoring physics lists to their particular application.
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Registered trials
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.