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Electric field calculations in brain stimulation based on finite elements: An optimized processing pipeline for the generation and usage of accurate individual head models

机译:基于有限元的大脑刺激中的电场计算:优化的处理管道用于生成和使用精确的单个头部模型

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摘要

The need for realistic electric field calculations in human noninvasive brain stimulation is undisputed to more accurately determine the affected brain areas. However, using numerical techniques such as the finite element method (FEM) is methodologically complex, starting with the creation of accurate head models to the integration of the models in the numerical calculations. These problems substantially limit a more widespread application of numerical methods in brain stimulation up to now. We introduce an optimized processing pipeline allowing for the automatic generation of individualized high‐quality head models from magnetic resonance images and their usage in subsequent field calculations based on the FEM. The pipeline starts by extracting the borders between skin, skull, cerebrospinal fluid, gray and white matter. The quality of the resulting surfaces is subsequently improved, allowing for the creation of tetrahedral volume head meshes that can finally be used in the numerical calculations. The pipeline integrates and extends established (and mainly free) software for neuroimaging, computer graphics, and FEM calculations into one easy‐to‐use solution. We demonstrate the successful usage of the pipeline in six subjects, including field calculations for transcranial magnetic stimulation and transcranial direct current stimulation. The quality of the head volume meshes is validated both in terms of capturing the underlying anatomy and of the well‐shapedness of the mesh elements. The latter is crucial to guarantee the numerical robustness of the FEM calculations. The pipeline will be released as open‐source, allowing for the first time to perform realistic field calculations at an acceptable methodological complexity and moderate costs. Hum Brain Mapp, 2013. © 2011 Wiley Periodicals, Inc.
机译:毋庸置疑,人类无创性脑刺激中需要进行实际的电场计算,才能更准确地确定受影响的大脑区域。但是,使用数字技术(例如有限元方法(FEM))在方法上很复杂,首先要创建精确的头部模型,然后再将模型集成到数值计算中。到目前为止,这些问题大大限制了数值方法在脑刺激中的更广泛应用。我们引入了优化的处理管道,可以根据磁共振图像自动生成个性化的高质量头部模型,并将其用于基于FEM的后续场计算中。管道从提取皮肤,头骨,脑脊液,灰白色物质之间的边界开始。随后改进了所得表面的质量,从而允许创建四面体体积的头部网格,最终可以将其用于数值计算中。该管道将​​用于神经成像,计算机图形和FEM计算的已建立(主要是免费)的软件集成和扩展为一个易于使用的解决方案。我们演示了管道在六个主题中的成功使用,包括经颅磁刺激和经颅直流电刺激的现场计算。头部容积网格的质量在捕获基础解剖结构和网格元素的良好形状方面均得到了验证。后者对于保证FEM计算的数值鲁棒性至关重要。该管道将​​以开源形式发布,首次允许以可接受的方法复杂性和适度的成本执行实际的现场计算。嗡嗡声脑图,2013年。©2011 Wiley Periodicals,Inc.

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