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Interactive computation and visualization of deep brain stimulation effects using Duality

机译:使用双重性对深部脑刺激效果进行交互式计算和可视化

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摘要

Deep brain stimulation (DBS) is an established treatment for movement disorders such as Parkinson's disease or essential tremor.Currently,the selection of optimal stimulation settings is performed by iteratively adjusting the stimulation parameters and is a time consuming procedure that requires multiple clinic visits of several hours.Recently,computational models to predict and visualize the effect of DBS have been developed with the goal to simplify and accelerate this procedure by providing visual guidance and such models have been made available also on mobile devices.However,currently available visualization software still either lacks mobility,i.e.it is running on desktop computers and no easily available in clinical praxis,or flexibility,as the simulations that are visualized on mobile devices have to be precomputed.The goal of the pipeline presented in this paper is to close this gap:Using Duality,a newly developed software for the interactive visualization of simulation results,we implemented a pipeline that allows to compute DBS simulations in near-real time and instantaneously visualize the result on a tablet computer.We carry out a performance analysis and present the results of a case study in which the pipeline was applied.
机译:深部脑刺激(DBS)是一种针对运动障碍(例如帕金森氏病或原发性震颤)的既定治疗方法。目前,最佳刺激设置的选择是通过反复调整刺激参数来进行的,这是一项耗时的过程,需要多次就诊多次最近,已经开发出了预测和可视化DBS效果的计算模型,其目的是通过提供可视化指导来简化和加速该过程,并且这种模型也已经在移动设备上提供。但是,当前可用的可视化软件仍然缺乏移动性,即它在台式计算机上运行,​​并且在临床实践或灵活性方面不易获得,因为必须预先计算在移动设备上可视化的仿真。本文提出的管道的目标是缩小这一差距:使用对偶性(Duality),这是一种新开发的软件,用于交互式可视化仿真结果例如,我们实施了一个管道,该管道可以近乎实时地计算DBS仿真,并在平板电脑上即时显示结果。我们进行了性能分析,并介绍了应用该管道的案例研究的结果。

著录项

  • 来源
    《Computer methods in biomechanics and bio》 |2020年第2期|3-14|共12页
  • 作者

  • 作者单位

    Scientific Computing & Imaging (SCI) Institute Department of Bioengineering University of Utah Salt Lake City UT USA;

    Scientific Computing & Imaging (SCI) Institute Department of Bioengineering University of Utah Salt Lake City UT USA Center of Visual Data Analysis and Computer Graphics (COVIDAG) & HPC Group University of Duisburg-Essen Duisburg Germany;

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  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    DBS; neuromodulation; computational steering; finite element method; telemedicine;

    机译:星展银行;神经调节计算导向有限元法远程医疗;

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