An Automatic Patient-Specific Seizure Onset Detection Method Using Intracranial Electroencephalography

Zheng Yu-xin; Zhu Jun-ming; Qi Yu; Zheng Xiao-xiang; Zhang Jian-min

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An Automatic Patient-Specific Seizure Onset Detection Method Using Intracranial Electroencephalography

机译：使用颅内脑电图的特定患者的癫痫发作自动检测方法

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摘要

Objective: This study presents a multichannel patient-specific seizure detection method based on the empirical mode decomposition (EMD) and support vector machine (SVM) classifier.

机译：目的：本研究提出一种基于经验模态分解（EMD）和支持向量机（SVM）分类器的多通道特定于患者的癫痫发作检测方法。

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来源
《Neuromodulation: journal of the International Neuromodulation Society》 |2015年第2期|共6页
作者
Zheng Yu-xin; Zhu Jun-ming; Qi Yu; Zheng Xiao-xiang; Zhang Jian-min;
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正文语种 eng
中图分类神经病学与精神病学;
关键词
Empirical mode decomposition; epilepsy; intracranial EEG; seizure detection; support vector machine;

机译：经验模式分解;癫痫;颅内脑电图;癫痫发作检测;支持向量机;

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专利

1. An Automatic Patient-Specific Seizure Onset Detection Method Using Intracranial Electroencephalography [J] . Zheng Yu-xin, Zhu Jun-ming, Qi Yu, Neuromodulation: journal of the International Neuromodulation Society . 2015,第2期

机译：使用颅内脑电图的特定患者的癫痫发作自动检测方法
2. Automatic detection of prominent interictal spikes in intracranial EEG: Validation of an algorithm and relationsip to the seizure onset zone [J] . GaspardN., AlkawadriR., FarooqueP., Clinical neurophysiology . 2014,第6期

机译：自动检测颅内脑电图中明显的发作性尖峰：算法验证和与癫痫发作区的关系
3. Intracranial electroencephalography seizure onset patterns and surgical outcomes in nonlesional extratemporal epilepsy. [J] . Marsh W Richard, Meyer Fredric B, Cascino Gregory D, Journal of neurosurgery. . 2009,第6期

机译：非病灶性颞外癫痫的颅内脑电图发作方式和手术结局。
4. Identification of seizure onset zone using automatically detected spike and high-frequency oscillation in human intracranial EEG [C] . Su Liu, Zhiyi Sha, Aviva Abosch, 2016 24th Signal Processing and Communication Application Conference . 2016

机译：使用自动检测的峰值和高频颅内脑电图来识别癫痫发作区
5. Detection of seizure onset in epileptic patients from intracranial EEG signals. [D] . Esteller, Rosana. 2000

机译：从颅内脑电图信号检测癫痫患者的癫痫发作。
6. Automatic detection of prominent interictal spikes in intracranial EEG: Validation of an algorithm and relationsip to the seizure onset zone [O] . Nicolas Gaspard, Rafeed Alkawadri, Pue Farooque, -1

机译：自动检测颅内脑电图中明显的发作性尖峰：算法的验证以及与癫痫发作区的关系
7. Automatic detection of prominent interictal spikes in intracranial EEG: Validation of an algorithm and relationsip to the seizure onset zone [O] . Nicolas Gaspard, Rafeed Alkawadri, Pue Farooque, 2014

机译：颅内EEG中突出的嵌入钉的自动检测：验证算法和癫痫发作区域的关系

An Automatic Patient-Specific Seizure Onset Detection Method Using Intracranial Electroencephalography

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