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A Generative Model to Synthesize EEG Data for Epileptic Seizure Prediction


Dec 01, 2020
Khansa Rasheed, Junaid Qadir, Terence J. O'Brien, Levin Kuhlmann, Adeel Razi

* 10 pages, 5 figures, 6 Tables, Journal paper 

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Machine Learning for Predicting Epileptic Seizures Using EEG Signals: A Review


Feb 04, 2020
Khansa Rasheed, Adnan Qayyum, Junaid Qadir, Shobi Sivathamboo, Patrick Kwan, Levin Kuhlmann, Terence O'Brien, Adeel Razi


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Human Intracranial EEG Quantitative Analysis and Automatic Feature Learning for Epileptic Seizure Prediction


Apr 07, 2019
Ramy Hussein, Mohamed Osama Ahmed, Rabab Ward, Z. Jane Wang, Levin Kuhlmann, Yi Guo


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Convolutional Neural Networks for Epileptic Seizure Prediction


Nov 05, 2018
Matthias Eberlein, Raphael Hildebrand, Ronald Tetzlaff, Nico Hoffmann, Levin Kuhlmann, Benjamin Brinkmann, Jens Müller

* accepted for MLESP 2018 

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Semi-supervised Seizure Prediction with Generative Adversarial Networks


Jun 20, 2018
Nhan Duy Truong, Levin Kuhlmann, Mohammad Reza Bonyadi, Omid Kavehei

* 6 pages, 5 figures, 3 tables. arXiv admin note: text overlap with arXiv:1707.01976 

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A Generalised Seizure Prediction with Convolutional Neural Networks for Intracranial and Scalp Electroencephalogram Data Analysis


Dec 06, 2017
Nhan Duy Truong, Anh Duy Nguyen, Levin Kuhlmann, Mohammad Reza Bonyadi, Jiawei Yang, Omid Kavehei


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Supervised Learning in Automatic Channel Selection for Epileptic Seizure Detection


Jan 31, 2017
Nhan Truong, Levin Kuhlmann, Mohammad Reza Bonyadi, Jiawei Yang, Andrew Faulks, Omid Kavehei


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