A Cauchy-Based State-Space Model for Seizure Detection in EEG Monitoring Systems

作者: Yueming Wang , Yu Qi , Junming Zhu , Jianmin Zhang , Yiwen Wang

DOI: 10.1109/MIS.2014.36

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摘要: … system in the Second Affiliated Hospital of Zhejiang University College of Medicine. The data … Gang Pan received the PhD in computer science in 2004 from Zhejiang University. He is a …

参考文章(13)
Christophe C. Jouny, Gregory K. Bergey, Characterization of early partial seizure onset: frequency, complexity and entropy Clinical Neurophysiology. ,vol. 123, pp. 658- 669 ,(2012) , 10.1016/J.CLINPH.2011.08.003
A.J. Gabor, R.R. Leach, F.U. Dowla, Automated seizure detection using a self-organizing neural network. Electroencephalography and Clinical Neurophysiology. ,vol. 99, pp. 257- 266 ,(1996) , 10.1016/0013-4694(96)96001-0
Yu Qi, Yueming Wang, Xiaoxiang Zheng, Jianmin Zhang, Junming Zhu, Jianping Guo, Efficient epileptic seizure detection by a combined IMF-VoE feature international conference of the ieee engineering in medicine and biology society. ,vol. 2012, pp. 5170- 5173 ,(2012) , 10.1109/EMBC.2012.6347158
Arthur E. Hoerl, Robert W. Kennard, Ridge regression: biased estimation for nonorthogonal problems Technometrics. ,vol. 42, pp. 80- 86 ,(2000) , 10.2307/1271436
M.E. Saab, J. Gotman, A system to detect the onset of epileptic seizures in scalp EEG Clinical Neurophysiology. ,vol. 116, pp. 427- 442 ,(2005) , 10.1016/J.CLINPH.2004.08.004
S. M. Shafiul Alam, M. I. H. Bhuiyan, Detection of Seizure and Epilepsy Using Higher Order Statistics in the EMD Domain IEEE Journal of Biomedical and Health Informatics. ,vol. 17, pp. 312- 318 ,(2013) , 10.1109/JBHI.2012.2237409
Yinxia Liu, Weidong Zhou, Qi Yuan, Shuangshuang Chen, Automatic Seizure Detection Using Wavelet Transform and SVM in Long-Term Intracranial EEG international conference of the ieee engineering in medicine and biology society. ,vol. 20, pp. 749- 755 ,(2012) , 10.1109/TNSRE.2012.2206054
Sabato Santaniello, Samuel P. Burns, Alexandra J. Golby, Jedediah M. Singer, William S. Anderson, Sridevi V. Sarma, Quickest detection of drug-resistant seizures: an optimal control approach. Epilepsy & Behavior. ,vol. 22, ,(2011) , 10.1016/J.YEBEH.2011.08.041
F. Mormann, R. G. Andrzejak, C. E. Elger, K. Lehnertz, Seizure prediction: the long and winding road. Brain. ,vol. 130, pp. 314- 333 ,(2007) , 10.1093/BRAIN/AWL241
Gabriel Agamennoni, Juan I. Nieto, Eduardo M. Nebot, Approximate Inference in State-Space Models With Heavy-Tailed Noise IEEE Transactions on Signal Processing. ,vol. 60, pp. 5024- 5037 ,(2012) , 10.1109/TSP.2012.2208106