6533b820fe1ef96bd127a62f
RESEARCH PRODUCT
Brachytherapy organ dose estimation using Monte Carlo simulations of realistic patient models
Gumersindo VerdúJ. VijandeS. MoratoRafael MiróBelén JusteS. PerisFacundo Ballestersubject
Malemedicine.diagnostic_testComputer scienceRadiotherapy Planning Computer-Assistedmedicine.medical_treatmentBrachytherapyMonte Carlo methodBrachytherapyRadiotherapy DosageComputed tomographyRadiotherapy treatment planningBrachytherapy prostateIodine RadioisotopesDose estimationmedicineHumansSegmentationRadiation treatment planningMonte Carlo MethodAlgorithmAlgorithmsdescription
Radiation Therapy Planning Systems (RTPS) currently used in hospitals contain algorithms based on deterministic simplifications that do not properly consider electrons lateral transport in the areas where there are changes of density, and as a result, erroneous dose predictions could be produced. According to this, the present work proposes the use of Monte Carlo method in brachytherapy planning systems, which could affect positively on the radiotherapy treatment planning, since it provides results that are more accurate and takes into account the in homogeneities density variations. This paper presents a Monte Carlo (MC) simulation of a brachytherapy prostate treatment with I-125 seeds, using the latest version of MCNP, v.6.1.1. To that, a 3D model of the anatomy of a real anonymized patient is created from the segmentation of Computed Tomography (CT) images. Treatment over this 3D model is simulated and the dose given to each organ is obtained. These doses are compared with those calculated by deterministic planning system used in hospital demonstrating the effectiveness of MC method in the planning of brachytherapy treatments, because of not only the results precision but also regarding the affordable computing times.
year | journal | country | edition | language |
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2018-07-01 | 2018 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) |