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

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

Mst Rafiatul Jannat

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Noor Mohammad

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Shamim Ara

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Ding Shifang

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Shandong University

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

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References

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A Ngugi,S Kariuki,C Bottomley,I Kleinschmidt,J Sander,C Newton (2011). Incidence of epilepsy.
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.
Selahaddin Akben,Abdülhamit Subasi,Deniz Tuncel (2011). Analysis of EEG Signals Under Flash Stimulation for Migraine and Epileptic Patients.
Lakshmi Narasimhan Ranganathan,Aadhimoolam Somasundaram,Balasubramanian Chinnadurai,Bhanu Samivel,Man Kesavamurthy,Mehndiratta (2015). Application of mobile phones in epilepsy care.
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.
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.
Jae-Hwan Kang,Yoon Chung,Sung-Phil Kim (2015). An efficient detection of epileptic seizure by differentiation and spectral analysis of electroencephalograms.
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.
Mohamed Menshawy,Abdelghani Benharref,Mohamed Serhani (2015). An automatic mobile-health based approach for EEG epileptic seizures detection.
B Fadlallah,B Chen,A Keil,J Principe (2013). Weighted permutation entropy: a complexity measure for time series incorporating amplitude information.
S Mallat (1991). Zero-crossings of a wavelet transform.
J Rafiee,Joubin Reif,N Prause,M Schoen (2011). Wavelet basis functions in biomedical signal processing.
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.

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Funding

No external funding was declared for this work.

Conflict of Interest

The authors declare no conflict of interest.

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No ethics committee approval was required for this article type.

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Not applicable for this article.

How to Cite This Article

Mst Rafiatul Jannat. 2017. \u201cTowards Automated Epileptic Seizure Detection for Lightweight Devices through EEG Signal Processing\u201d. Global Journal of Medical Research - K: Interdisciplinary GJMR-K Volume 17 (GJMR Volume 17 Issue K1).

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GJMR Volume 17 Issue K1

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Journal Specifications

Crossref Journal DOI 10.17406/gjmra

Print ISSN 0975-5888

e-ISSN 2249-4618

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GJMR-K Classification NLMC Code: WL 140

Submission ReceivedDecember 6, 2016
Peer Review Double Blind
Handling Editor
Accepted January 5, 2017
Published January 15, 2017

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v1.2

Issue date

April 1, 2017

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Article Matrices

Total Score: 134

Country: China

Subject: Global Journal of Medical Research - K: Interdisciplinary

Authors: Noor Mohammad, Shamim Ara, Mst Rafiatul Jannat, Ding Shifang (PhD/Dr. count: 0)

View Count (all-time): 167

Total Views (Real + Logic): 3627

Total Downloads (simulated): 1887

Publish Date: 2017 04, Sat

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Total Views: 3627

Total Downloads: 1887

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