Towards Automated Epileptic Seizure Detection for Lightweight Devices through EEG Signal Processing

Mst Rafiatul Jannat

Authors

Mst Rafiatul Jannat

Keywords:

epileptic seizure, k-means clustering, discrete wavelet transform, power optimization

Abstract

Abstract not found

Downloads

How to Cite

Towards Automated Epileptic Seizure Detection for Lightweight Devices through EEG Signal Processing. (2017). Global Journal of Medical Research, 17(K1), 25-31. https://medicalresearchjournal.org/index.php/GJMR/article/view/1273

Download Citation

References

A Ngugi, S Kariuki, C Bottomley, I Kleinschmidt, J Sander, C Newton (2011) Incidence of epilepsy. 77(10), 1005-1012.

Ding Ding, Zhen Hong, Gui‐sheng Chen, Xiu‐ying Dai, Jian‐zhong Wu, Wen‐zhi Wang, Hanneke De Boer, Josemir Sander, Leonid Prilipko, Josemir Sander, Dan Chisholm (2008) Primary care treatment of epilepsy with phenobarbital in rural China: Cost‐outcome analysis from the WHO/ILAE/IBE global campaign against epilepsy demonstration project. 49(3), 535-539.

Selahaddin Akben, Abdülhamit Subasi, Deniz Tuncel (2011) Analysis of EEG Signals Under Flash Stimulation for Migraine and Epileptic Patients. 35(3), 437-443.

Lakshmi Narasimhan Ranganathan, Aadhimoolam Somasundaram, Balasubramanian Chinnadurai, Bhanu Samivel, Man Kesavamurthy, Mehndiratta (2015) Application of mobile phones in epilepsy care. 2(1), 28-37.

César Alexandre Teixeira, Bruno Direito, Mojtaba Bandarabadi, Michel Le Van Quyen, Mario Valderrama, Bjoern Schelter, Andreas Schulze-Bonhage, Vincent Navarro, Francisco Sales, António Dourado (2014) Epileptic seizure predictors based on computational intelligence techniques: A comparative study with 278 patients. 114(3), 324-336.

Sang-Hong Lee, Joon Lim, Jae-Kwon Kim, Junggi Yang, Youngho Lee (2014) Classification of normal and epileptic seizure EEG signals using wavelet transform, phase-space reconstruction, and Euclidean distance. 116(1), 10-25.

Jae-Hwan Kang, Yoon Chung, Sung-Phil Kim (2015) An efficient detection of epileptic seizure by differentiation and spectral analysis of electroencephalograms. 66(1), 352-356.

S Noha, Sherin Tawfik, Mohamed Youssef, Kholief (2015) A hybrid automated detection of epileptic seizures in EEG records.

Rajeev Sharma, Ram Pachori (2015) Classification of epileptic seizures in EEG signals based on phase space representation of intrinsic mode functions. 42(3), 1106-1117.

Mohamed Menshawy, Abdelghani Benharref, Mohamed Serhani (2015) An automatic mobile-health based approach for EEG epileptic seizures detection. 42(20), 7157-7174.

B Fadlallah, B Chen, A Keil, J Principe (2013) Weighted permutation entropy: a complexity measure for time series incorporating amplitude information. 87.

S Mallat (1991) Zero-crossings of a wavelet transform. 37(4), 1019-1033.

J Rafiee, Joubin Reif, N Prause, M Schoen (2011) Wavelet basis functions in biomedical signal processing. 38(5), 6190-6201.

Ali Shoeb (2009) Application of Machine Learning to Epileptic Seizure Onset Detection and Treatment.

(null) Figure 1: Location of the 14 lead Emotiv Epoc+..

Guohun Zhu, Yan Li, ( Peng, Shuaifang Paul) Wen, Ning Wang, Zhong (2013) Unsupervised Classification of Epileptic EEG Signals with Multi Scale K-Means Algorithm. 8211, 158-167.