Methods for Epileptic Seizure Prediction Using EEG Signals: A Survey

Artificial Intelligence Techniques for Advanced Computing Applications - Lecture Notes in Networks and Systems ◽

10.1007/978-981-15-5329-5_10 ◽

2020 ◽

pp. 101-115

Author(s):

Srinidhi Bulusu ◽

Raghavarapu Sai Surya Siva Prasad ◽

Pavan Telluri ◽

N. Neelima

Keyword(s):

Epileptic Seizure ◽

Seizure Prediction ◽

Eeg Signals ◽

Epileptic Seizure Prediction

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Epileptic Seizure Prediction from EEG Signals Using Unsupervised Learning and a Polling-Based Decision Process

Artificial Neural Networks and Machine Learning – ICANN 2018 - Lecture Notes in Computer Science ◽

10.1007/978-3-030-01421-6_12 ◽

2018 ◽

pp. 117-126 ◽

Cited By ~ 3

Author(s):

Lucas Aparecido Silva Kitano ◽

Miguel Angelo Abreu Sousa ◽

Sara Dereste Santos ◽

Ricardo Pires ◽

Sigride Thome-Souza ◽

...

Keyword(s):

Unsupervised Learning ◽

Epileptic Seizure ◽

Decision Process ◽

Seizure Prediction ◽

Eeg Signals ◽

Epileptic Seizure Prediction

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Patient-aware adaptive ngram-based algorithm for epileptic seizure prediction using EEG signals

2016 IEEE 18th International Conference on e-Health Networking, Applications and Services (Healthcom) ◽

10.1109/healthcom.2016.7749471 ◽

2016 ◽

Cited By ~ 1

Author(s):

Hussein Alawieh ◽

Hussein Hammoud ◽

Mortada Haidar ◽

Mohamad H. Nassralla ◽

Ahmad M. El-Hajj ◽

...

Keyword(s):

Epileptic Seizure ◽

Seizure Prediction ◽

Eeg Signals ◽

Epileptic Seizure Prediction

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Epileptic Seizure Prediction by Exploiting Spatiotemporal Relationship of EEG Signals Using Phase Correlation

IEEE Transactions on Neural Systems and Rehabilitation Engineering ◽

10.1109/tnsre.2015.2458982 ◽

2016 ◽

Vol 24 (1) ◽

pp. 158-168 ◽

Cited By ~ 35

Author(s):

Mohammad Zavid Parvez ◽

Manoranjan Paul

Keyword(s):

Epileptic Seizure ◽

Phase Correlation ◽

Seizure Prediction ◽

Eeg Signals ◽

Epileptic Seizure Prediction ◽

Relationship Of

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Deep Learning for Patient-Independent Epileptic Seizure Prediction Using Scalp EEG Signals

IEEE Sensors Journal ◽

10.1109/jsen.2021.3057076 ◽

2021 ◽

Vol 21 (7) ◽

pp. 9377-9388

Author(s):

Theekshana Dissanayake ◽

Tharindu Fernando ◽

Simon Denman ◽

Sridha Sridharan ◽

Clinton Fookes

Keyword(s):

Deep Learning ◽

Epileptic Seizure ◽

Seizure Prediction ◽

Eeg Signals ◽

Scalp Eeg ◽

Epileptic Seizure Prediction

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Geometric Deep Learning for Subject-Independent Epileptic Seizure Prediction using Scalp EEG Signals

IEEE Journal of Biomedical and Health Informatics ◽

10.1109/jbhi.2021.3100297 ◽

2021 ◽

pp. 1-1

Author(s):

Theekshana Dissanayake ◽

Tharindu Fernando ◽

Simon Denman ◽

Sridha Sridharan ◽

Clinton Fookes

Keyword(s):

Deep Learning ◽

Epileptic Seizure ◽

Seizure Prediction ◽

Eeg Signals ◽

Scalp Eeg ◽

Epileptic Seizure Prediction

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Artefacts in EEG Signals Epileptic Seizure Prediction using Edge Devices

2020 9th Mediterranean Conference on Embedded Computing (MECO) ◽

10.1109/meco49872.2020.9134076 ◽

2020 ◽

Author(s):

R. Natarov ◽

Z. Dyka ◽

R. Bohovyk ◽

M. Fedoriuk ◽

D. Isaev ◽

...

Keyword(s):

Epileptic Seizure ◽

Seizure Prediction ◽

Eeg Signals ◽

Epileptic Seizure Prediction

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Epileptic Seizure Prediction in EEG Signals using EMD and DWT

2019 15th International Conference on Electronics, Computer and Computation (ICECCO) ◽

10.1109/icecco48375.2019.9043270 ◽

2019 ◽

Author(s):

Marzhan Bekbalanova ◽

Aliya Zhunis ◽

Zhasdauren Duisebekov

Keyword(s):

Epileptic Seizure ◽

Seizure Prediction ◽

Eeg Signals ◽

Epileptic Seizure Prediction

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Epileptic Seizure Prediction from EEG Signals Using DenseNet

2019 IEEE Symposium Series on Computational Intelligence (SSCI) ◽

10.1109/ssci44817.2019.9003059 ◽

2019 ◽

Author(s):

Ranjan Jana ◽

Siddhartha Bhattacharyya ◽

Swagatam Das

Keyword(s):

Epileptic Seizure ◽

Seizure Prediction ◽

Eeg Signals ◽

Epileptic Seizure Prediction

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Feature Extraction of EEG Signals for Epileptic Seizure Prediction

Advances in Smart Vehicular Technology, Transportation, Communication and Applications - Smart Innovation, Systems and Technologies ◽

10.1007/978-3-030-04585-2_36 ◽

2018 ◽

pp. 298-303

Author(s):

Chen-Sen Ouyang ◽

Bo-Jhong Chen ◽

Zong-En Cai ◽

Lung-Chang Lin ◽

Rong-Ching Wu ◽

...

Keyword(s):

Feature Extraction ◽

Epileptic Seizure ◽

Seizure Prediction ◽

Eeg Signals ◽

Epileptic Seizure Prediction

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Epileptic seizure prediction using power analysis in beta band of EEG signals

2015 International Conference on Soft Computing Techniques and Implementations (ICSCTI) ◽

10.1109/icscti.2015.7489552 ◽

2015 ◽

Cited By ~ 4

Author(s):

Aarti Sharma

Keyword(s):

Epileptic Seizure ◽

Power Analysis ◽

Seizure Prediction ◽

Eeg Signals ◽

Beta Band ◽

Epileptic Seizure Prediction

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