Inverse treatment planning for an electronic brachytherapy system delivering anisotropic radiation therapy

Author:

Badali Daniel S,Vainer Yonatan,Ellenor Christopher W,Mitchell Christopher R,Fishman Kalman,Soro Nicolas,Price Russ,Funk Tobias

Abstract

Abstract An inverse radiation treatment planning algorithm for Sensus Healthcare’s SculpturaTM electronic brachytherapy system has been designed. The algorithm makes use of simulated annealing to optimize the conformation number (CN) of the treatment plan. The highly anisotropic dose distributions produced by the SculpturaTM x-ray source empower the inverse treatment planning algorithm to achieve highly conformal treatment plans for a wide range of prescribed planning target volumes. Over a set of 10 datasets the algorithm achieved an average CN of 0.79 ± 0.08 and an average gamma passing rate of 0.90 ± 0.10 at 5%/5 mm. A regularization term that encouraged short treatment plans was used, and it was found that the total treatment time could be reduced by 20% with only a nominal reduction in the CN and gamma passing rate. It was also found that downsampling the voxelized volume (from 3203 to 643 voxels) prior to optimization resulted in a 150× speedup in the optimization time (from 2 + minutes to < 1 s) without affecting the quality of the treatment plan.

Publisher

IOP Publishing

Subject

Radiology, Nuclear Medicine and imaging,Radiological and Ultrasound Technology

Reference41 articles.

1. The power crust;Amenta,2001

2. Catheters optimized within inverse planning simulated annealing for high-dose-rate brachytherapy;Ayotte;Brachytherapy,2008

3. Characterization of an x-ray source with a partitioned diamond-tungsten target for electronic brachytherapy with 3D beam directionality;Badali;Phys. Med. Biol.,2019

4. A conformal index (COIN) to evaluate implant quality and dose specification in brachytherapy;Baltas;Int. J. Radiat. Oncol. Biol. Phys.,1998

5. A hybrid simulated annealing linear programming approach for treatment planning in HDR brachytherapy with dose volume contraints;Beliën,2009

Cited by 1 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Fasttracking Technology Transfer in Medical Robotics;2021 IEEE 21st International Symposium on Computational Intelligence and Informatics (CINTI);2021-11-18

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370

www.globalauthorid.com

TOP

Copyright © 2019-2024 北京同舟云网络信息技术有限公司
京公网安备11010802033243号  京ICP备18003416号-3