|
|
|
| A Preliminary Study on Epileptic Seizure Prediction Using Sample Entropy and Artificial Neural Network |
1 Research Center of TCMinformation Engineering, Beijing University of Chinese Medicine, Beijing 100102, China
2 Department of Neurology, Fu Xing Hospital, Capital Medical University, Beijing 100038, China |
|
［1］Lehnertz K, Elger CE. Can epileptic seizures be predicted? Evidence from nonlinear time series analysis of brain electrical activity ［J］. Phys Rev Lett, 1998, 85: 5019-5023.
［2］Lehnertz K, Andrzejak RG, Arnhold J, et al. Nonlinear EEG analysis in epilepsy: its possible use for interictal focuses localization, seizure anticipation, and prevention ［J］. Journal of Clinical Neurophysiology, 2001, 18: 209-222.
［3］Navarro V, Martinerie J, Le Van Quyen M, et al. Seizure anticipation in human neocortical partial epilepsy ［J］. Brain, 2002, 125: 640-655.
［4］Drury I, Smith B, Li Dingzhou, et al. Seizure prediction using scalp Electroencephalogram ［J］. Experimental Neurology, 2003, 184: 9-18.
［5］Li Dingzhou, Zhou Weiping, Drury I, et al. Nonlinear, noninvasive method for seizure anticipation in focal epilepsy ［J］. Mathematical Biosciences, 2003, 186: 63-77.
［6］Wang Kuanquan, Xu Lisheng, Li Zhenguo, et al. Approximate entropy based pulse variability analysis ［C］ // Krol M, Mitra S, eds.Proceedings of the 16th IEEE Symposium on ComputerBased Medical Systems. Los Alamitos: IEEE Computer Society, 2003: 236-241.
［7］Mormann F, Andrzejak RG, Elger CE, et al. Seizure prediction: the long and winding road ［J］. Brain, 2007, 130: 314-333.
［8］Pincus SM, Goldberger L. Physiological timeseries analysis: what does regularity quantify? ［J］. American Journal of Physiology, 1994,266: H1643-H1656.
［9］白冬梅,邱天爽,鲍海平.基于经验模式分解与样本熵的癫痫预测方法［J］.中国生物医学工程学报,2006,25(5):527-531.
［10］蒋宗礼.人工神经网络导论［M］.北京:高等教育出版社,2001: 39-54.
［11］杜一鸣, 王耘, 黄光. 癫痫预测面临问题的分析与展望［J］. 医学与哲学, 2008, 9(29): 59-61. |
|
|
|
