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ACTIVATION MAP BASED INDIVIDUALIZED PLANNING FOR DEEP BRAIN STIMULATION

机译:基于激活图的深层神经网络个性化规划

摘要

Example apparatus and methods plan and control neuro-modulation of a distributed multi-region network in a brain. A location for a deep brain stimulation (DBS) electrode that participates in activating a combination of white matter pathways associated with the network is selected. The location is selected based on a pre-implantation image of the brain and a probabilistic activation model of the network. An initial stimulation parameter for DBS to be applied through the DBS electrode is selected based on a post-implantation image of the brain and the probabilistic activation model of the network. A modified stimulation parameter for DBS being applied through the DBS electrode is selected based on the initial stimulation parameter, a local field potential measured in the distributed multi-region network in response to DBS applied using the initial stimulation parameter, the probabilistic activation model of the distributed multi-region network, and the post-implantation image of the brain.
机译:示例设备和方法计划和控制大脑中的分布式多区域网络的神经调节。选择参与激活与网络相关的白质途径组合的深部脑刺激(DBS)电极的位置。基于大脑的植入前图像和网络的概率激活模型来选择位置。基于大脑的植入后图像和网络的概率激活模型,选择要通过DBS电极施加的DBS的初始刺激参数。基于初始刺激参数,响应于使用初始刺激参数施加的DBS在分布式多区域网络中测得的局部场电势,初始刺激参数,模型的概率激活模型,来选择通过DBS电极施加的DBS修改后的刺激参数。分布的多区域网络以及植入后的大脑图像。

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