首页> 外文会议>Annual International Conference of the IEEE Engineering in Medicine and Biology Society >Response to Vagal Stimulation by Heart-rate Features in Drug-resistant Epileptic Patients*
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Response to Vagal Stimulation by Heart-rate Features in Drug-resistant Epileptic Patients*

机译:耐药性癫痫患者心率功能对迷走神经刺激的反应*

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Vagal Nerve Stimulation (VNS) is an option in the treatment of drug-resistant epilepsy. However, approximately a quarter of VNS subjects does not respond to the therapy. In this retrospective study, we introduce heart-rate features to distinguish VNS responders and non-responders. Standard pre-implantation measurements of 66 patients were segmented in relation to specific stimuli (open/close eyes, photic stimulation, hyperventilation, and rests between). Median interbeat intervals were found for each segment and normalized (NMRR). Five NMRRs were significant; the strongest feature achieved significance with p=0.013 and AUC=0.66. Low mutual correlation and independence on EEG signals mean that presented features could be considered as an addition for models predicting VNS response using EEG.
机译:迷走神经刺激(VNS)是治疗耐药性癫痫的一种选择。但是,大约四分之一的VNS受试者对治疗无反应。在这项回顾性研究中,我们介绍了心率功能以区分VNS响应者和非响应者。根据特定刺激(睁眼/闭眼,光刺激,换气过度以及之间的休息时间)对66位患者的标准植入前测量进行了细分。发现每个节段的中位心跳间隔并进行归一化(NMRR)。五个NMRR显着;最强特征达到显着性,p = 0.013,AUC = 0.66。脑电信号的低互相关性和独立性意味着所呈现的特征可以被视为使用脑电预测VNS响应的模型的补充。

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