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A Monte‐Carlo‐based and GPU ‐accelerated 4D‐dose calculator for a pencil beam scanning proton therapy system

https://doi.org/10.1002/mp.13182
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What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

inferredcites →https://doi.org/10.1002/mp.12256openalex-snapshot
Use of image registration and fusion algorithms and techniques in radiotherapy: Report of the AAPM Radiation Therapy Committee Task Group No. 132
inferredcites →https://doi.org/10.1002/mp.12504openalex-snapshot
Technical Note: Using experimentally determined proton spot scanning timing parameters to accurately model beam delivery time
inferredcites →https://doi.org/10.1002/mp.13096openalex-snapshot
A robust intensity modulated proton therapy optimizer based on Monte Carlo dose calculation
inferredcites →https://doi.org/10.1016/j.cpc.2014.04.007openalex-snapshot
A graphics processor-based intranuclear cascade and evaporation simulation
inferredcites →https://doi.org/10.1016/j.ejmp.2014.03.011openalex-snapshot
Motion mitigation in scanned ion beam therapy through 4D-optimization
inferredcites →https://doi.org/10.1016/j.ejmp.2016.11.104openalex-snapshot
Dose calculation algorithm accuracy for small fields in non-homogeneous media: The lung SBRT case
inferredcites →https://doi.org/10.1016/j.ijrobp.2004.06.024openalex-snapshot
Monte Carlo simulations with time-dependent geometries to investigate effects of organ motion with high temporal resolution
inferredcites →https://doi.org/10.1016/j.ijrobp.2004.11.037openalex-snapshot
Four-dimensional image-based treatment planning: Target volume segmentation and dose calculation in the presence of respiratory motion
inferredcites →https://doi.org/10.1016/j.ijrobp.2006.10.045openalex-snapshot
4D Proton treatment planning strategy for mobile lung tumors
inferredcites →https://doi.org/10.1016/j.ijrobp.2008.11.014openalex-snapshot
Gated Irradiation With Scanned Particle Beams
inferredcites →https://doi.org/10.1016/j.ijrobp.2009.04.028openalex-snapshot
Intensity-Modulated Proton Therapy Reduces the Dose to Normal Tissue Compared With Intensity-Modulated Radiation Therapy or Passive Scattering Proton Therapy and Enables Individualized Radical Radiotherapy for Extensive Stage IIIB Non-Small-Cell Lung Cancer: A Virtual Clinical Study
inferredcites →https://doi.org/10.1016/j.ijrobp.2011.12.001openalex-snapshot
Dosimetric Impact of Breathing Motion in Lung Stereotactic Body Radiotherapy Treatment Using Image-Modulated Radiotherapy and Volumetric Modulated Arc Therapy
inferredcites →https://doi.org/10.1016/j.ijrobp.2014.02.023openalex-snapshot
Quantification of Proton Dose Calculation Accuracy in the Lung
inferredcites →https://doi.org/10.1016/j.ijrobp.2015.11.002openalex-snapshot
Exploratory Study of 4D versus 3D Robust Optimization in Intensity Modulated Proton Therapy for Lung Cancer
inferredcites →https://doi.org/10.1016/j.ijrobp.2015.11.015openalex-snapshot
Robustness of the Voluntary Breath-Hold Approach for the Treatment of Peripheral Lung Tumors Using Hypofractionated Pencil Beam Scanning Proton Therapy
inferredcites →https://doi.org/10.1016/j.ijrobp.2016.03.041openalex-snapshot
Clinically Applicable Monte Carlo–based Biological Dose Optimization for the Treatment of Head and Neck Cancers With Spot-Scanning Proton Therapy
inferredcites →https://doi.org/10.1016/j.ijrobp.2016.09.027openalex-snapshot
Impact of Real-Time Image Gating on Spot Scanning Proton Therapy for Lung Tumors: A Simulation Study
inferredcites →https://doi.org/10.1016/j.ijrobp.2017.06.003openalex-snapshot
Pencil Beam Algorithms Are Unsuitable for Proton Dose Calculations in Lung
inferredcites →https://doi.org/10.1016/j.ijrobp.2017.08.023openalex-snapshot
Feasibility of Pencil Beam Scanned Intensity Modulated Proton Therapy in Breath-hold for Locally Advanced Non-Small Cell Lung Cancer
inferredcites →https://doi.org/10.1016/j.prro.2014.06.010openalex-snapshot
Evaluation and mitigation of the interplay effects of intensity modulated proton therapy for lung cancer in a clinical setting
inferredcites →https://doi.org/10.1016/j.radonc.2018.03.001openalex-snapshot
Assessment of dosimetric errors induced by deformable image registration methods in 4D pencil beam scanned proton treatment planning for liver tumours
inferredcites →https://doi.org/10.1016/j.zemedi.2010.11.002openalex-snapshot
Monte Carlo dose calculation on deforming anatomy
inferredcites →https://doi.org/10.1016/j.zemedi.2012.06.011openalex-snapshot
Advances in 4D radiation therapy for managing respiration: Part II – 4D treatment planning
inferredcites →https://doi.org/10.1016/j.zemedi.2017.07.005openalex-snapshot
Experimental validation of a 4D dose calculation routine for pencil beam scanning proton therapy
inferredcites →https://doi.org/10.1016/s0360-3016(00)00583-6openalex-snapshot
The deep inspiration breath-hold technique in the treatment of inoperable non–small-cell lung cancer
inferredcites →https://doi.org/10.1016/s0360-3016(00)00625-8openalex-snapshot
Four-dimensional treatment planning and fluoroscopic real-time tumor tracking radiotherapy for moving tumor
inferredcites →https://doi.org/10.1016/s0360-3016(01)01453-5openalex-snapshot
Organ motion and its management
inferredcites →https://doi.org/10.1016/s0360-3016(98)00130-8openalex-snapshot
Improvement of CT-based treatment-planning models of abdominal targets using static exhale imaging
inferredcites →https://doi.org/10.1080/0284186x.2017.1293287openalex-snapshot
A study of the beam-specific interplay effect in proton pencil beam scanning delivery in lung cancer
inferredcites →https://doi.org/10.1088/0022-3727/59/21/6401openalex-snapshot
A dose error evaluation study for 4D dose calculations
inferredcites →https://doi.org/10.1088/0031-9155/37/1/016openalex-snapshot
Effects of respiratory motion on dose uniformity with a charged particle scanning method
inferredcites →https://doi.org/10.1088/0031-9155/45/2/314openalex-snapshot
Correlation between CT numbers and tissue parameters needed for Monte Carlo simulations of clinical dose distributions
inferredcites →https://doi.org/10.1088/0031-9155/49/5/010openalex-snapshot
Tracking the dose distribution in radiation therapy by accounting for variable anatomy
inferredcites →https://doi.org/10.1088/0031-9155/49/6/n03openalex-snapshot
Four-dimensional Monte Carlo simulation of time-dependent geometries
inferredcites →https://doi.org/10.1088/0031-9155/50/20/008openalex-snapshot
Intrafractional motion during proton beam scanning
inferredcites →https://doi.org/10.1088/0031-9155/51/11/006openalex-snapshot
Estimation of the delivered patient dose in lung IMRT treatment based on deformable registration of 4D-CT data and Monte Carlo simulations
inferredcites →https://doi.org/10.1088/0031-9155/53/17/023openalex-snapshot
Clinical implementation of full Monte Carlo dose calculation in proton beam therapy
inferredcites →https://doi.org/10.1088/0031-9155/53/7/010openalex-snapshot
Efficiency of respiratory-gated delivery of synchrotron-based pulsed proton irradiation
inferredcites →https://doi.org/10.1088/0031-9155/53/9/003openalex-snapshot
Quantification of interplay effects of scanned particle beams and moving targets
inferredcites →https://doi.org/10.1088/0031-9155/54/14/n01openalex-snapshot
Breathing interplay effects during proton beam scanning: simulation and statistical analysis
inferredcites →https://doi.org/10.1088/0031-9155/54/19/010openalex-snapshot
Monte Carlo dose mapping on deforming anatomy
inferredcites →https://doi.org/10.1088/0031-9155/54/21/007openalex-snapshot
Tumour tracking with scanned proton beams: assessing the accuracy and practicalities
inferredcites →https://doi.org/10.1088/0031-9155/56/16/007openalex-snapshot
Investigation of voxel warping and energy mapping approaches for fast 4D Monte Carlo dose calculations in deformed geometries using VMC++
inferredcites →https://doi.org/10.1088/0031-9155/56/16/r01openalex-snapshot
Motion in radiotherapy: particle therapy
inferredcites →https://doi.org/10.1088/0031-9155/56/20/003openalex-snapshot
Dosimetric consequences of tumour motion due to respiration for a scanned proton beam
inferredcites →https://doi.org/10.1088/0031-9155/56/22/n03openalex-snapshot
Clinical implementation of a GPU-based simplified Monte Carlo method for a treatment planning system of proton beam therapy
inferredcites →https://doi.org/10.1088/0031-9155/57/23/7783openalex-snapshot
GPU-based fast Monte Carlo dose calculation for proton therapy
inferredcites →https://doi.org/10.1088/0031-9155/57/23/r161openalex-snapshot
Motion in radiotherapy: photon therapy
inferredcites →https://doi.org/10.1088/0031-9155/58/12/4137openalex-snapshot
Interplay effects in proton scanning for lung: a 4D Monte Carlo study assessing the impact of tumor and beam delivery parameters
inferredcites →https://doi.org/10.1088/0031-9155/58/17/6079openalex-snapshot
Adequate margin definition for scanned particle therapy in the incidence of intrafractional motion
inferredcites →https://doi.org/10.1088/0031-9155/59/1/173openalex-snapshot
Direct dose mapping versus energy/mass transfer mapping for 4D dose accumulation: fundamental differences and dosimetric consequences
inferredcites →https://doi.org/10.1088/0031-9155/59/13/3431openalex-snapshot
4D optimization of scanned ion beam tracking therapy for moving tumors
inferredcites →https://doi.org/10.1088/0031-9155/59/15/4007openalex-snapshot
Site-specific range uncertainties caused by dose calculation algorithms for proton therapy
inferredcites →https://doi.org/10.1088/0031-9155/60/4/1717openalex-snapshot
Robustness of target dose coverage to motion uncertainties for scanned carbon ion beam tracking therapy of moving tumors
inferredcites →https://doi.org/10.1088/1361-6560/aa7ab8openalex-snapshot
Advanced treatment planning using direct 4D optimisation for pencil-beam scanned particle therapy
inferredcites →https://doi.org/10.1088/1361-6560/aaa035openalex-snapshot
Density overwrites of internal tumor volumes in intensity modulated proton therapy plans for mobile lung tumors
inferredcites →https://doi.org/10.1088/1361-6560/aaad1eopenalex-snapshot
Experimental validation of a deforming grid 4D dose calculation for PBS proton therapy
inferredcites →https://doi.org/10.1118/1.1949749openalex-snapshot
Dose reconstruction in deforming lung anatomy: Dose grid size effects and clinical implications
inferredcites →https://doi.org/10.1118/1.2163252openalex-snapshot
A direct voxel tracking method for four‐dimensional Monte Carlo dose calculations in deforming anatomy
inferredcites →https://doi.org/10.1118/1.2400624openalex-snapshot
How extensive of a 4D dataset is needed to estimate cumulative dose distribution plan evaluation metrics in conformal lung therapy?a)
inferredcites →https://doi.org/10.1118/1.2760445openalex-snapshot
SU‐FF‐I‐68: Evaluation of An Intensity‐Based Free‐Form Deformable Registration Algorithm
inferredcites →https://doi.org/10.1118/1.2815934openalex-snapshot
Target motion tracking with a scanned particle beam
inferredcites →https://doi.org/10.1118/1.2968215openalex-snapshot
An energy transfer method for 4D Monte Carlo dose calculation
inferredcites →https://doi.org/10.1118/1.3250856openalex-snapshot
Respiratory motion management in particle therapy
inferredcites →https://doi.org/10.1118/1.3691174openalex-snapshot
Respiratory motion sampling in 4DCT reconstruction for radiotherapy
inferredcites →https://doi.org/10.1118/1.4749964openalex-snapshot
Motion mitigation in intensity modulated particle therapy by internal target volumes covering range changes
inferredcites →https://doi.org/10.1118/1.4801914openalex-snapshot
Mapping motion from 4D‐MRI to 3D‐CT for use in 4D dose calculations: A technical feasibility study
inferredcites →https://doi.org/10.1118/1.4829500openalex-snapshot
Four‐dimensional Monte Carlo simulations demonstrating how the extent of intensity‐modulation impacts motion effects in proton therapy lung treatments
inferredcites →https://doi.org/10.1118/1.4901522openalex-snapshot
A GPU‐accelerated and Monte Carlo‐based intensity modulated proton therapy optimization system
inferredcites →https://doi.org/10.1118/1.4921046openalex-snapshot
A fast GPU-based Monte Carlo simulation of proton transport with detailed modeling of nonelastic interactions
inferredcites →https://doi.org/10.7785/tcrtexpress.2013.600277openalex-snapshot
Multigating, a 4D Optimized Beam Tracking in Scanned Ion Beam Therapy

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

inferred← citeshttps://doi.org/10.2139/ssrn.4763794openalex-extracted
A Stochastic Model to Predict the Temporal Structure of the Plan Delivery in a Synchrotron-Based Pencil Beam Scanning Proton Therapy System
inferred← citeshttps://doi.org/10.1002/9781119707530.ch19openalex-snapshot
Hepatobiliary Cancers
inferred← citeshttps://doi.org/10.1002/acm2.12584openalex-snapshot
Clinical implementation of respiratory‐gated spot‐scanning proton therapy: An efficiency analysis of active motion management
inferred← citeshttps://doi.org/10.1002/acm2.13323openalex-snapshot
Functional avoidance‐based intensity modulated proton therapy with 4DCT derived ventilation imaging for lung cancer
inferred← citeshttps://doi.org/10.1002/mp.14491openalex-snapshot
Intensity‐modulated proton therapy (IMPT) interplay effect evaluation of asymmetric breathing with simultaneous uncertainty considerations in patients with non‐small cell lung cancer
inferred← citeshttps://doi.org/10.1002/mp.15056openalex-snapshot
Technical Note: Multiple energy extraction techniques for synchrotron‐based proton delivery systems may exacerbate motion interplay effects in lung cancer treatments
inferred← citeshttps://doi.org/10.1002/mp.15470openalex-snapshot
AAPM Task Group Report 290: Respiratory motion management for particle therapy
inferred← citeshttps://doi.org/10.1002/mp.17794openalex-snapshot
Proton dose calculation with transformer: Transforming spot map to dose
inferred← citeshttps://doi.org/10.1007/s40136-024-00508-2openalex-snapshot
Paranasal Sinus Malignances: Advances in Radiation Treatment Strategies
inferred← citeshttps://doi.org/10.1016/j.clon.2025.103938openalex-snapshot
Evaluation of Radiotherapy Plan Robustness: A Systematic Literature Review
inferred← citeshttps://doi.org/10.1016/j.hrthm.2019.04.030openalex-snapshot
Left ventricular function after noninvasive cardiac ablation using proton beam therapy in a porcine model
inferred← citeshttps://doi.org/10.1016/j.jacep.2025.10.015openalex-snapshot
Early and Late Myocardial Effects of Proton Beam Cardiac Radioablation
inferred← citeshttps://doi.org/10.1016/j.radonc.2022.02.018openalex-snapshot
Clinical necessity of multi-image based (4DMIB) optimization for targets affected by respiratory motion and treated with scanned particle therapy – A comprehensive review
inferred← citeshttps://doi.org/10.1016/j.radphyschem.2024.112276openalex-snapshot
Stochastic model for predicting the temporal structure of the plan delivery in a synchrotron-based pencil beam scanning proton therapy system
inferred← citeshttps://doi.org/10.1016/j.radphyschem.2026.114460openalex-snapshot
Development of a multi-mode time-dependent Monte Carlo framework for dynamic pencil beam scanning proton therapy using OpenTOPAS
inferred← citeshttps://doi.org/10.1016/j.zemedi.2020.08.001openalex-snapshot
Mitigation of motion effects in pencil-beam scanning – Impact of repainting on 4D robustly optimized proton treatment plans for hepatocellular carcinoma
inferred← citeshttps://doi.org/10.1088/1361-6560/abcd16openalex-snapshot
Roadmap: proton therapy physics and biology
inferred← citeshttps://doi.org/10.1088/1361-6560/ac692eopenalex-snapshot
Millisecond speed deep learning based proton dose calculation with Monte Carlo accuracy
inferred← citeshttps://doi.org/10.1088/1361-6560/ac8716openalex-snapshot
MOQUI: an open-source GPU-based Monte Carlo code for proton dose calculation with efficient data structure
inferred← citeshttps://doi.org/10.1088/1361-6560/ad67a7openalex-snapshot
Fast Monte Carlo dose calculation in proton therapy
inferred← citeshttps://doi.org/10.1109/trpms.2024.3372189openalex-snapshot
Technological Developments and Future Perspectives in Particle Therapy: A Topical Review
inferred← citeshttps://doi.org/10.1161/circep.122.011179openalex-snapshot
Early Impact of Proton Beam Therapy on Electrophysiological Characteristics in a Porcine Model
inferred← citeshttps://doi.org/10.21037/jgo.2019.11.07openalex-snapshot
Managing treatment-related uncertainties in proton beam radiotherapy for gastrointestinal cancers
inferred← citeshttps://doi.org/10.3389/fonc.2022.806153openalex-snapshot
Management of Motion and Anatomical Variations in Charged Particle Therapy: Past, Present, and Into the Future
inferred← citeshttps://doi.org/10.3389/fphy.2020.567800openalex-snapshot
Challenges in Monte Carlo Simulations as Clinical and Research Tool in Particle Therapy: A Review
inferred← citeshttps://doi.org/10.3390/cancers14040925openalex-snapshot
Proton Therapy for Prostate Cancer: Challenges and Opportunities
inferred← citeshttps://doi.org/10.48550/arxiv.1907.11794openalex-snapshot
Monte-Carlo-based 4D robust optimization using physical and temporal uncertainties for intensity-modulated proton therapy
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