Evaluation of Dose Calculation Algorithms Accuracy for ISOgray Treatment Planning System in Motorized Wedged Treatment Fields.

IF 1.3 Q4 ENGINEERING, BIOMEDICAL Journal of Medical Signals & Sensors Pub Date : 2024-11-05 eCollection Date: 2024-01-01 DOI:10.4103/jmss.jmss_28_24
Sajjad Raghavi, Hamid-Reza Sadoughi, Mohammad Ehsan Ravari, Marziyeh Behmadi
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Abstract

Background: Different dose calculation methods vary in accuracy and speed. While most methods sacrifice precision for efficiency Monte Carlo (MC) simulation offers high accuracy but slower calculation. ISOgray treatment planning system (TPS) uses Clarkson, collapsed cone convolution (CCC), and fast Fourier transform (FFT) algorithms for dose distribution. This study's primary goal is to evaluate the dose calculation accuracy for ISOgray TPS algorithms in the presence of a wedge.

Methods: This study evaluates the dose calculation algorithms using the ISOgray TPS in the context of radiation therapy. The authors compare ISOgray TPS algorithms on an Elekta Compact LINAC through MC simulations. The study compares MC simulations for open and wedge fields with ISOgray algorithms by using gamma index analysis for validation.

Results: The percentage depth dose results for all open and wedge fields showed a more than 98% pass rate for points. However, there were differences in the dose profile gamma index results. Open fields passed the gamma index analysis in the in-plane direction, but not all points passed in the cross-plane direction. Wedge fields passed in the cross-plane direction, but not all in the in-plane direction, except for the Clarkson algorithms.

Conclusion: In all investigated algorithms, error increases in the penumbra areas, outside the field, and at cross-plane of open fields and in-plane direction of wedged fields. By increasing the wedge angle, the discrepancy between the TPS algorithms and MC simulations becomes more pronounced. This discrepancy is attributed to the increased presence of scattered photons and the variation in the delivered dose within the wedge field, consequently impacts the beam quality. While the CCC and FFT algorithms had better accuracy, the Clarkson algorithm, particularly at larger effective wedge angles, exhibited greater effectiveness than the two mentioned algorithms.

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电动楔形治疗场等灰治疗计划系统剂量计算算法精度评价。
背景:不同的剂量计算方法在准确性和速度上存在差异。当大多数方法为了效率而牺牲精度时,蒙特卡罗(MC)模拟具有较高的精度,但计算速度较慢。等灰度治疗计划系统(TPS)采用克拉克森、塌锥卷积(CCC)和快速傅立叶变换(FFT)算法进行剂量分布。本研究的主要目的是评估在楔形存在下ISOgray TPS算法的剂量计算精度。方法:本研究评估放射治疗中使用ISOgray TPS的剂量计算算法。通过MC仿真,比较了等灰度TPS算法在Elekta Compact LINAC上的性能。该研究通过伽马指数分析来验证开放和楔形油田的MC模拟与ISOgray算法的比较。结果:所有开放区和楔形区的百分比深度剂量结果均显示98%以上的通过率。然而,剂量谱γ指数结果存在差异。开场在面内方向上通过伽马指数分析,但并非所有点都在交叉方向上通过。除克拉克森算法外,楔形场沿平面交叉方向传递,但并非全部沿平面内方向传递。结论:在所有算法中,误差在半影区、场外、开放场的交叉面和楔形场的平面方向均有所增加。随着楔形角的增大,TPS算法与MC模拟之间的差异变得更加明显。这种差异是由于散射光子的增加和楔形场内传递剂量的变化,从而影响光束质量。虽然CCC和FFT算法具有更好的精度,但Clarkson算法,特别是在较大的有效楔角下,比上述两种算法表现出更高的有效性。
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来源期刊
Journal of Medical Signals & Sensors
Journal of Medical Signals & Sensors ENGINEERING, BIOMEDICAL-
CiteScore
2.30
自引率
0.00%
发文量
53
审稿时长
33 weeks
期刊介绍: JMSS is an interdisciplinary journal that incorporates all aspects of the biomedical engineering including bioelectrics, bioinformatics, medical physics, health technology assessment, etc. Subject areas covered by the journal include: - Bioelectric: Bioinstruments Biosensors Modeling Biomedical signal processing Medical image analysis and processing Medical imaging devices Control of biological systems Neuromuscular systems Cognitive sciences Telemedicine Robotic Medical ultrasonography Bioelectromagnetics Electrophysiology Cell tracking - Bioinformatics and medical informatics: Analysis of biological data Data mining Stochastic modeling Computational genomics Artificial intelligence & fuzzy Applications Medical softwares Bioalgorithms Electronic health - Biophysics and medical physics: Computed tomography Radiation therapy Laser therapy - Education in biomedical engineering - Health technology assessment - Standard in biomedical engineering.
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