基于激活函数的动作电位生成最优位置的计算建模

E. Salkim
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摘要

经皮神经电刺激被用来提高与健康相关的疾病。这项技术现在是医学科学的一个重要的治疗系统。在这个系统中,电流脉冲通过电极通过内层施加在皮肤上,以激活可兴奋的组织层。激活其他可兴奋的组织层可能会引起不适。因此,设计电极配置安排以激活目标解剖层而不影响相邻解剖层是至关重要的。一种治疗原发性头痛的设备显示出好坏参半的结果。这可能与电极位置需要更高的刺激电流水平来激活目标神经纤维有关。这可能刺激邻近的神经纤维,导致患者不适。一个可行的解决方案是基于激活函数(沿轴突的电位的二阶导数)来确定最佳的电极配置。这可以指导使用特定电极排列在神经组织层上产生动作电位的可能性的估计。在本研究中,基于MRI数据集,采用前后处理的方法,建立了多层人的头部。然后发展多电极排列来检查可能的神经激活位置。结果表明,在正负电刺激下,神经纤维在运动轨迹的同一位置被激活。这可能证明激活函数可以用来定义神经激活的最佳位置。这可能会降低经皮神经电刺激在减少功率消耗的情况下获得类似治疗效果的阈值。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
OPTIMAL LOCATION OF ACTION POTENTIAL GENERATION BASED ON ACTIVATION FUNCTION USING COMPUTATIONAL MODELLING
Transcutaneous electrical nerve stimulation is used to elevate health-related disorders. This technology is now an important therapeutic system for medical science. In this system, the electrical current pulse is applied over the skin through the inner layers via electrodes to activate excitable tissue layers. Activating other excitable tissue layers may cause discomfort. Thus, it is vital to design electrode configuration arrangements to activate the target anatomical layers without affecting the neighboring ones. A device for primary headaches showed mixed results. This may be related to the electrode position that requires higher stimulus current levels to activate target nerve fibers. This may stimulate neighboring nerve fibers which resulted in the discomfort of patients. A feasible solution is to identify the optimal electrode configuration based on the activation function which is the second derivative of the electric potential along an axon. This may guide to estimate of the possibility of action potential generation on the neural tissue layer using a specified electrode arrangement. In this study, the multilayered human head was developed based on MRI data set using pre and post-processing. Then multi-electrode arrangements were developed to examine the possible nerve activation location. Results showed that the nerve fibers were activated at the same location of the trajectory for the anodal and cathodal stimulation. This may be proof that the activation function can be used to define the optimal location of nerve activation. This may lead to lower thresholds for similar therapeutic benefits in transcutaneous electrical nerve stimulation with decreased power consumption.
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