New algorithm to estimate proton beam range for multi-slit prompt-gamma camera
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The prompt gamma imaging (PGI) technique is considered as one of the most promising approaches to estimate the range of proton beam in the patient and unlock the full potential of proton therapy. In the PGI technique, a dedicated algorithm is required to estimate the range of the proton beam from the prompt gamma (PG) distribution acquired by a PGI system. In the present study, a new range estimation algorithm was developed for a multi-slit prompt-gamma camera, one of PGI systems, to estimate the range of proton beam with high accuracy. The performance of the developed algorithm was evaluated by Monte Carlo simulations for various beam/phantom combinations. Our results generally show that the developed algorithm is very robust, showing very high accuracy and precision for all the cases considered in the present study. The range estimation accuracy of the developed algorithm was 0.5e1.7 mm, which is approximately 1% of beam range, for 1 109 protons. Even for the typical number of protons for a spot (1 108 ), the range estimation accuracy of the developed algorithm was 2.1e4.6 mm and smaller than the range uncertainties and typical safety margin, while that of the existing algorithm was 2.5 e9.6 mm
Abstract
The prompt gamma imaging (PGI) technique is considered as one of the most promising approaches to estimate the range of proton beam in the patient and unlock the full potential of proton therapy. In the PGI technique, a dedicated algorithm is required to estimate the range of the proton beam from the prompt gamma (PG) distribution acquired by a PGI system. In the present study, a new range estimation algorithm was developed for a multi-slit prompt-gamma camera, one of PGI systems, to estimate the range of proton beam with high accuracy. The performance of the developed algorithm was evaluated by Monte Carlo simulations for various beam/phantom combinations. Our results generally show that the developed algorithm is very robust, showing very high accuracy and precision for all the cases considered in the present study. The range estimation accuracy of the developed algorithm was 0.5e1.7 mm, which is approximately 1% of beam range, for 1 109 protons. Even for the typical number of protons for a spot (1 108 ), the range estimation accuracy of the developed algorithm was 2.1e4.6 mm and smaller than the range uncertainties and typical safety margin, while that of the existing algorithm was 2.5 e9.6 mm
참고문헌 (22)
- Harald Paganetti, "Range uncertainties in proton therapy and the role of Monte Carlo simulations", Physics in Medicine and Biology, 57(11), pp.R99~R117 (2012), IOP Publishing[DOI]
- Sebastian Tattenberg, "Proton range uncertainty reduction benefits for skull base tumors in terms of normal tissue complication probability (NTCP) and healthy tissue doses", Medical Physics, 48(9), pp.5356~5366 (2021), Wiley[DOI]
- J. Krimmer, "Prompt-gamma monitoring in hadrontherapy: A review", Nuclear Instruments and Methods in Physics Research Section A: Accelerators, Spectrometers, Detectors and Associated Equipment, 878, pp.58~73 (2018), Elsevier BV[DOI]
- F. Stichelbaut, "Verification of the proton beam position in the patient by the detection of prompt gamma rays emission", 39th Meet. Part. Ther. Co-op. Gr, pp.1~5 (2003)
- C. H. Min, "Prompt gamma measurements for locating the dose falloffregion in the proton therapy", Appl. Phys. Lett, 89, pp.2~5 (2006)[DOI]
- 박종훈, "Multi-slit Prompt-gamma Camera for Locating of Distal Dose Falloff in Proton Therapy", Nuclear Engineering and Technology, 51(5), pp.1406~1416 (2019), 한국원자력학회[DOI]
- I. Perali, "Prompt gamma imaging with a slit camera for real-time range control in proton therapy: Experimental validation up to 230 MeV with HICAM and development of a new prototype", 2012 IEEE Nuclear Science Symposium and Medical Imaging Conference Record (NSS, 2012, ~[DOI]
- Y. Xie, "Prompt gamma imaging for in vivo range verification of pencil beam scanning proton therapy", Int. J. Radiat. Oncol. Biol. Phys, 99, pp.210~218 (2017)[DOI]
- Paul Maggi, "Computational model for detector timing effects in Compton-camera based prompt-gamma imaging for proton radiotherapy", Physics in Medicine & Biology, 65(12), pp.125004~ (2020), IOP Publishing[DOI]
- Chan Hyeong Kim, "Gamma electron vertex imaging for <i>in-vivo<", i> beam-range measurement in proton therapy: Experimental results, 2018, pp.113(11), 114101~[DOI]
- Sung Hun Kim, "Upgrade of gamma electron vertex imaging system for high-performance range verification in pencil beam scanning proton therapy", Nuclear Engineering and Technology, 54(3), pp.1016~1023 (2022), Elsevier BV[DOI]
- Antje-Christin Knopf, "In vivo proton range verification: a review", Physics in Medicine and Biology, 58(15), pp.R131~R160 (2013), IOP Publishing[DOI]
- Chul Hee Min, "Development of array-type prompt gamma measurement system for<i>in vivo<", i>range verification in proton therapy, 2012, pp.39(4), 2100~2107[DOI]
- I. Perali, "Prompt gamma imaging of proton pencil beams at clinical dose rate", Phys. Med. Biol, 59, pp.5849~5871 (2014)[DOI]
- S. Agostinelli, "Geant4—a simulation toolkit", Nuclear Instruments and Methods in Physics Research Section A: Accelerators, Spectrometers, Detectors and Associated Equipment, 506(3), pp.250~303 (2003), Elsevier BV[DOI]
- C. H. Kim, "ICRP publication 145 : adult mesh-type reference computational phantoms", Ann. ICRP, 49, pp.13~201 (2020)[DOI]
- D. R. White, "ICRU Report 44: tissue substitutes in radiation dosimetry and measurement", J. Int. Comm. Radiat. Units Meas, 23 (1989)
- Cern, "Geant4 Reference Physics Lists", ~ (2013)
- G. collaboration, "Physics Lists - Use Cases - Reference Physics Lists", ~
- M. Pinto, "Assessment of Geant4 prompt-gamma emission yields in the context of proton therapy monitoring", Front. Oncol, 6, pp.1~7 (2016)[DOI]
- Sung Hun Kim, "Improvement of Statistics in Proton Beam Range Measurement by Merging Prompt Gamma Distributions: A Preliminary Study", 방사선방어학회지, 44(1), pp.1~7 (2019), 테스트학회[DOI]
- L. Nenoff, "Sensitivity of a prompt-gamma slit-camera to detect range shifts for proton treatment verification", Radiother. Oncol, 125, pp.534~540 (2017)[DOI]
