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用于癫痫性猝死生物标志物发现的多模态数据收集与分析

Collection and Analysis of Multimodal Data for SUDEP Biomarker Discovery.

作者信息

Threeanaew Wanchat, MacDonald James, Sinha Amit, Kaffashi Farhad, Lhatoo Samden D, Loparo Kenneth A

机构信息

Department of Electrical Engineering and Computer Science, Case Western Reserve University, Cleveland, OH 44106, USA.

Institute for Smart, Secure and Connected Systems, Case Western Reserve University, Cleveland, OH 44106, USA.

出版信息

IEEE Sens Lett. 2019 Jan;3(1). doi: 10.1109/LSENS.2018.2880594. Epub 2018 Nov 9.

Abstract

This paper discusses the acquisition and processing of multimodal physiological data from patients with epilepsy in Epilepsy Monitoring Units for the discovery of risk factors for Sudden Expected Death in Epilepsy (SUDEP) that can be combined through integrative analysis for biomarker discovery.

摘要

本文讨论了在癫痫监测单元中从癫痫患者获取和处理多模态生理数据,以发现癫痫性猝死(SUDEP)的风险因素,这些因素可通过综合分析进行组合以发现生物标志物。

相似文献

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Sudden unexpected death in epilepsy (SUDEP): what do patients think?癫痫性猝死(SUDEP):患者怎么看?
Epilepsy Behav. 2015 Jan;42:29-34. doi: 10.1016/j.yebeh.2014.11.007. Epub 2014 Dec 10.

本文引用的文献

1
Automated Detection of Postictal Generalized EEG Suppression.发作后全面性 EEG 抑制的自动检测。
IEEE Trans Biomed Eng. 2018 Feb;65(2):371-377. doi: 10.1109/TBME.2017.2771468.
2
Classification of EEG Signals Based on Pattern Recognition Approach.基于模式识别方法的脑电图信号分类
Front Comput Neurosci. 2017 Nov 21;11:103. doi: 10.3389/fncom.2017.00103. eCollection 2017.
4
Association of sleep with sudden unexpected death in epilepsy.睡眠与癫痫性意外猝死的关联。
Epilepsy Behav. 2017 Nov;76:1-6. doi: 10.1016/j.yebeh.2017.08.021. Epub 2017 Sep 13.
7
Mechanisms of sudden unexpected death in epilepsy: the pathway to prevention.癫痫性猝死的机制:预防途径
Nat Rev Neurol. 2014 May;10(5):271-82. doi: 10.1038/nrneurol.2014.64. Epub 2014 Apr 22.

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