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find Keyword "蒙特卡罗" 4 results
  • 基于蒙特卡罗算法的肿瘤放射治疗计划系统的研究进展

    【摘要】蒙特卡罗剂量计算法一直被公认为是最精确的辐射输运计算工具,因此很早就成为模拟辐射治疗粒子输运的重要方法之一。但真正能应用于肿瘤放射治疗临床工作的基于蒙特卡罗算法的放射治疗计划系统的推出却经历了一个漫长的时间过程,目前仍在进一步开发和优化中。现就通用蒙特卡罗应用程序的发展历史,介绍基于蒙特卡罗算法的放射治疗计划系统的研究基础;描述放射治疗过程中完整的辐射输运的组成部分;总结此类系统的优势、研发难点和特有的限制条件;介绍能使蒙特卡罗算法应用于临床的主要途径;并指出仍需要努力研究从而充分发挥其潜力的领域。

    Release date:2016-08-26 02:21 Export PDF Favorites Scan
  • Development of a Software for 3D Virtual Phantom Design

    In this paper, we present a 3D virtual phantom design software, which was developed based on object-oriented programming methodology and dedicated to medical physics research. This software was named Magical Phantom (MPhantom), which is composed of 3D visual builder module and virtual CT scanner. The users can conveniently construct any complex 3D phantom, and then export the phantom as DICOM 3.0 CT images. MPhantom is a user-friendly and powerful software for 3D phantom configuration, and has passed the real scene's application test. MPhantom will accelerate the Monte Carlo simulation for dose calculation in radiation therapy and X ray imaging reconstruction algorithm research.

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  • Study of the Influence of Uniform Transverse Magnetic Field on the Dose Distribution of High Energy Electron Beam Using Monte Carlo Method

    In the present work, Monte Carlo simulations were employed to study the characteristics of the dose distribution of high energy electron beam in the presence of uniform transverse magnetic field. The simulations carried out the transport processes of the 30 MeV electron beam in the homogeneous water phantom with different magnetic field. It was found that the dose distribution of the 30 MeV electron beam had changed significantly because of the magnetic field. The result showed that the range of the electron beam was decreased obviously and it formed a very high dose peak at the end of the range, and the ratio of maximum dose to the dose of the surface was greatly increased. The results of this study demonstrated that we could change the depth dose distribution of electron beam which is analogous to the heavy ion by modulating the energy of the electron and magnetic field. It means that using magnetic fields in conjunction with electron radiation therapy has great application prospect, but it also has brought new challenges for the research of dose algorithm.

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  • Study of clustered damage in DNA after proton irradiation based on density-based spatial clustering of applications with noise algorithm

    The deoxyribonucleic acid (DNA) molecule damage simulations with an atom level geometric model use the traversal algorithm that has the disadvantages of quite time-consuming, slow convergence and high-performance computer requirement. Therefore, this work presents a density-based spatial clustering of applications with noise (DBSCAN) clustering algorithm based on the spatial distributions of energy depositions and hydroxyl radicals (·OH). The algorithm with probability and statistics can quickly get the DNA strand break yields and help to study the variation pattern of the clustered DNA damage. Firstly, we simulated the transportation of protons and secondary particles through the nucleus, as well as the ionization and excitation of water molecules by using Geant4-DNA that is the Monte Carlo simulation toolkit for radiobiology, and got the distributions of energy depositions and hydroxyl radicals. Then we used the damage probability functions to get the spatial distribution dataset of DNA damage points in a simplified geometric model. The DBSCAN clustering algorithm based on damage points density was used to determine the single-strand break (SSB) yield and double-strand break (DSB) yield. Finally, we analyzed the DNA strand break yield variation trend with particle linear energy transfer (LET) and summarized the variation pattern of damage clusters. The simulation results show that the new algorithm has a faster simulation speed than the traversal algorithm and a good precision result. The simulation results have consistency when compared to other experiments and simulations. This work achieves more precise information on clustered DNA damage induced by proton radiation at the molecular level with high speed, so that it provides an essential and powerful research method for the study of radiation biological damage mechanism.

    Release date:2019-08-12 02:37 Export PDF Favorites Scan
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