Nonconvulsive Epileptic Seizure Detection in Scalp EEG Using Multiway Data Analysis

Yissel Rodriguez Aldana; Borbala Hunyadi; Enrique J. Maranon Reyes; Valia Rodriguez Rodriguez; Sabine Van Huffel

doi:10.1109/jbhi.2018.2829877

Nonconvulsive Epileptic Seizure Detection in Scalp EEG Using Multiway Data Analysis

IEEE Journal of Biomedical and Health Informatics ◽

10.1109/jbhi.2018.2829877 ◽

2019 ◽

Vol 23 (2) ◽

pp. 660-671 ◽

Cited By ~ 9

Author(s):

Yissel Rodriguez Aldana ◽

Borbala Hunyadi ◽

Enrique J. Maranon Reyes ◽

Valia Rodriguez Rodriguez ◽

Sabine Van Huffel

Keyword(s):

Data Analysis ◽

Epileptic Seizure ◽

Seizure Detection ◽

Epileptic Seizure Detection ◽

Scalp Eeg ◽

Multiway Data Analysis

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A Wavelet-Based Artifact Reduction From Scalp EEG for Epileptic Seizure Detection

IEEE Journal of Biomedical and Health Informatics ◽

10.1109/jbhi.2015.2457093 ◽

2016 ◽

Vol 20 (5) ◽

pp. 1321-1332 ◽

Cited By ~ 32

Author(s):

Md Kafiul Islam ◽

Amir Rastegarnia ◽

Zhi Yang

Keyword(s):

Epileptic Seizure ◽

Seizure Detection ◽

Artifact Reduction ◽

Epileptic Seizure Detection ◽

Scalp Eeg

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Dynamic Mode Decomposition Based Epileptic Seizure Detection from Scalp EEG

IEEE Access ◽

10.1109/access.2018.2853125 ◽

2018 ◽

Vol 6 ◽

pp. 38683-38692 ◽

Cited By ~ 15

Author(s):

Muhammad Sohaib J. Solaija ◽

Sajid Saleem ◽

Khawar Khurshid ◽

Syed Ali Hassan ◽

Awais Mehmood Kamboh

Keyword(s):

Epileptic Seizure ◽

Seizure Detection ◽

Dynamic Mode Decomposition ◽

Dynamic Mode ◽

Epileptic Seizure Detection ◽

Scalp Eeg ◽

Mode Decomposition

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Supervised domain generalization for integration of disparate scalp EEG datasets for automatic epileptic seizure detection

Computers in Biology and Medicine ◽

10.1016/j.compbiomed.2020.103757 ◽

2020 ◽

Vol 120 ◽

pp. 103757 ◽

Cited By ~ 2

Author(s):

K.P. Ayodele ◽

W.O. Ikezogwo ◽

M.A. Komolafe ◽

P. Ogunbona

Keyword(s):

Epileptic Seizure ◽

Seizure Detection ◽

Epileptic Seizure Detection ◽

Scalp Eeg

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The earth mover’s distance and Bayesian linear discriminant analysis for epileptic seizure detection in scalp EEG

Biomedical Engineering Letters ◽

10.1007/s13534-018-0082-3 ◽

2018 ◽

Vol 8 (4) ◽

pp. 373-382 ◽

Cited By ~ 4

Author(s):

Shasha Yuan ◽

Jinxing Liu ◽

Junliang Shang ◽

Xiangzhen Kong ◽

Qi Yuan ◽

...

Keyword(s):

Discriminant Analysis ◽

Linear Discriminant Analysis ◽

Epileptic Seizure ◽

Seizure Detection ◽

Epileptic Seizure Detection ◽

Linear Discriminant ◽

Earth Mover's Distance ◽

Scalp Eeg ◽

The Earth ◽

Bayesian Linear Discriminant Analysis

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Epileptic Seizure Detection and Classification using Support Vector Machine from Scalp EEG Signal

2019 1st International Conference on Advances in Science, Engineering and Robotics Technology (ICASERT) ◽

10.1109/icasert.2019.8934478 ◽

2019 ◽

Author(s):

Sania Zahan ◽

Md. Rabiul Islam

Keyword(s):

Support Vector Machine ◽

Epileptic Seizure ◽

Seizure Detection ◽

Support Vector ◽

Eeg Signal ◽

Epileptic Seizure Detection ◽

Scalp Eeg

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Automated Real-Time Epileptic Seizure Detection in Scalp EEG Recordings Using an Algorithm Based on Wavelet Packet Transform

IEEE Transactions on Biomedical Engineering ◽

10.1109/tbme.2010.2046417 ◽

2010 ◽

Vol 57 (7) ◽

pp. 1639-1651 ◽

Cited By ~ 107

Author(s):

Ali Shahidi Zandi ◽

Manouchehr Javidan ◽

Guy A Dumont ◽

Reza Tafreshi

Keyword(s):

Real Time ◽

Epileptic Seizure ◽

Wavelet Packet ◽

Seizure Detection ◽

Wavelet Packet Transform ◽

Epileptic Seizure Detection ◽

Scalp Eeg ◽

Eeg Recordings

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Performance Evaluation of Machine Learning Classifiers for Epileptic Seizure Detection

International Journal of Computer Sciences and Engineering ◽

10.26438/ijcse/v7i8.122129 ◽

2019 ◽

Vol 7 (8) ◽

pp. 122-129

Author(s):

Mirwais Farahi ◽

Doreswamy .

Keyword(s):

Machine Learning ◽

Performance Evaluation ◽

Epileptic Seizure ◽

Seizure Detection ◽

Epileptic Seizure Detection ◽

Machine Learning Classifiers ◽

Learning Classifiers

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Epileptic Seizure Detection in EEG via Fusion of Multi-View Attention-Gated U-Net Deep Neural Networks

2020 IEEE Signal Processing in Medicine and Biology Symposium (SPMB) ◽

10.1109/spmb50085.2020.9353630 ◽

2020 ◽

Author(s):

C. Chatzichristos ◽

J. Dan ◽

A. Mundanad Narayanan ◽

N. Seeuws ◽

K. Vandecasteele ◽

...

Keyword(s):

Neural Networks ◽

Epileptic Seizure ◽

Deep Neural Networks ◽

Seizure Detection ◽

Epileptic Seizure Detection

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Temporal Analysis for Epileptic Seizure Detection by Using Data Mining Approach

2020 IEEE 22nd International Conference on High Performance Computing and Communications; IEEE 18th International Conference on Smart City; IEEE 6th International Conference on Data Science and Systems (HPCC/SmartCity/DSS) ◽

10.1109/hpcc-smartcity-dss50907.2020.00175 ◽

2020 ◽

Author(s):

Francesca Pafferi ◽

Gaetano Zazzaro ◽

Angelo Martone ◽

Paolo Bifulco ◽

Luigi Pavone

Keyword(s):

Data Mining ◽

Epileptic Seizure ◽

Temporal Analysis ◽

Seizure Detection ◽

Epileptic Seizure Detection ◽

Data Mining Approach ◽

Using Data

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Development of a Wearable 3-Risk Factor Accumulated Epileptic Seizure Detection System with IoT Based Warning Alarm

2020 IEEE 5th International Conference on Computing Communication and Automation (ICCCA) ◽

10.1109/iccca49541.2020.9250757 ◽

2020 ◽

Author(s):

Shams Nafisa Ali ◽

Md. Jahin Alam

Keyword(s):

Risk Factor ◽

Epileptic Seizure ◽

Detection System ◽

Seizure Detection ◽

Epileptic Seizure Detection

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