Seizure detection using EEG and ECG signals for computer-based monitoring, analysis and management of epileptic patients

作者：

Highlights：

• Seizure detection module using EEG and ECG signals as part of a eHealth system.

• Large scale evaluation of time and frequency domain features for seizure detection.

• Feature ranking evaluation and feature subsets performance evaluation.

• Operation in offline and online (real-time) mode.

摘要

•Seizure detection module using EEG and ECG signals as part of a eHealth system.•Large scale evaluation of time and frequency domain features for seizure detection.•Feature ranking evaluation and feature subsets performance evaluation.•Operation in offline and online (real-time) mode.

论文关键词：Seizure,Electroencephalogram,Electrocardiogram,Support vector machines

论文评审过程：Available online 12 December 2014.

论文官网地址：https://doi.org/10.1016/j.eswa.2014.12.009