Cross-site Epileptic Seizure Detection Using Convolutional Neural Networks

2021 55th Annual Conference on Information Sciences and Systems (CISS) ◽

10.1109/ciss50987.2021.9400222 ◽

2021 ◽

Author(s):

Danielle Currey ◽

David Hsu ◽

Raheel Ahmed ◽

Archana Venkataraman ◽

Jeff Craley

Keyword(s):

Neural Networks ◽

Convolutional Neural Networks ◽

Epileptic Seizure ◽

Seizure Detection ◽

Epileptic Seizure Detection ◽

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Epileptic seizure detection using convolutional neural networks and recurrence plots of EEG signals

Multimedia Tools and Applications ◽

10.1007/s11042-021-11608-2 ◽

2022 ◽

Author(s):

Sriya Ravi ◽

Shreenidhi S ◽

A. Shahina ◽

N. Ilakiyaselvan ◽

A. Nayeemulla Khan

Keyword(s):

Neural Networks ◽

Convolutional Neural Networks ◽

Epileptic Seizure ◽

Seizure Detection ◽

Recurrence Plots ◽

Eeg Signals ◽

Epileptic Seizure Detection

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Epileptic Seizure Detection Using Multi-Channel EEG Wavelet Power Spectra and 1-D Convolutional Neural Networks

2020 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) ◽

10.1109/embc44109.2020.9176243 ◽

2020 ◽

Author(s):

Roneel V. Sharan ◽

Shlomo Berkovsky

Keyword(s):

Neural Networks ◽

Convolutional Neural Networks ◽

Epileptic Seizure ◽

Power Spectra ◽

Seizure Detection ◽

Epileptic Seizure Detection

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Convolutional neural networks for real-time epileptic seizure detection

Computer Methods in Biomechanics and Biomedical Engineering Imaging & Visualization ◽

10.1080/21681163.2016.1141062 ◽

2016 ◽

Vol 6 (3) ◽

pp. 264-269 ◽

Author(s):

Felix Achilles ◽

Federico Tombari ◽

Vasileios Belagiannis ◽

Anna Mira Loesch ◽

Soheyl Noachtar ◽

...

Keyword(s):

Neural Networks ◽

Real Time ◽

Convolutional Neural Networks ◽

Epileptic Seizure ◽

Seizure Detection ◽

Epileptic Seizure Detection

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Integrating Convolutional Neural Networks and Probabilistic Graphical Modeling for Epileptic Seizure Detection in Multichannel EEG

Lecture Notes in Computer Science - Information Processing in Medical Imaging ◽

10.1007/978-3-030-20351-1_22 ◽

2019 ◽

pp. 291-303 ◽

Author(s):

Jeff Craley ◽

Emily Johnson ◽

Archana Venkataraman

Keyword(s):

Neural Networks ◽

Convolutional Neural Networks ◽

Epileptic Seizure ◽

Seizure Detection ◽

Graphical Modeling ◽

Epileptic Seizure Detection ◽

Multichannel Eeg

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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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Epileptic Seizure Detection Using Deep Recurrent Neural Networks in EEG Signals

Advances in Biomedical Engineering and Technology - Lecture Notes in Bioengineering ◽

10.1007/978-981-15-6329-4_17 ◽

2020 ◽

pp. 189-198

Author(s):

Archana Verma ◽

Rekh Ram Janghel

Keyword(s):

Neural Networks ◽

Epileptic Seizure ◽

Recurrent Neural Networks ◽

Seizure Detection ◽

Eeg Signals ◽

Epileptic Seizure Detection

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On the Use of Wavelet Neural Networks in the Task of Epileptic Seizure Detection from Electroencephalography Signals

Procedia Computer Science ◽

10.1016/j.procs.2012.09.016 ◽

2012 ◽

Vol 11 ◽

pp. 149-159 ◽

Author(s):

Zarita Zainuddin ◽

Lai Kee Huong ◽

Ong Pauline

Keyword(s):

Neural Networks ◽

Epileptic Seizure ◽

Seizure Detection ◽

Wavelet Neural Networks ◽

Epileptic Seizure Detection

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Automatic epileptic seizure detection in EEGs based on line length feature and artificial neural networks

Journal of Neuroscience Methods ◽

10.1016/j.jneumeth.2010.05.020 ◽

2010 ◽

Vol 191 (1) ◽

pp. 101-109 ◽

Author(s):

Ling Guo ◽

Daniel Rivero ◽

Julián Dorado ◽

Juan R. Rabuñal ◽

Alejandro Pazos

Keyword(s):

Neural Networks ◽

Artificial Neural Networks ◽

Epileptic Seizure ◽

Seizure Detection ◽

Line Length ◽

Epileptic Seizure Detection ◽

On Line ◽

Artificial Neural

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Epileptic seizure detection based on improved wavelet neural networks in long-term intracranial EEG

Journal of Applied Biomedicine ◽

10.1016/j.bbe.2016.03.001 ◽

2016 ◽

Vol 36 (2) ◽

pp. 375-384 ◽

Author(s):

Dongyun Geng ◽

Weidong Zhou ◽

Yanli Zhang ◽

Shujuan Geng

Keyword(s):

Neural Networks ◽

Epileptic Seizure ◽

Seizure Detection ◽

Wavelet Neural Networks ◽

Intracranial Eeg ◽

Epileptic Seizure Detection

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Epileptic seizure detection using multiwavelet transform based approximate entropy and artificial neural networks

Journal of Neuroscience Methods ◽

10.1016/j.jneumeth.2010.08.030 ◽

2010 ◽

Vol 193 (1) ◽

pp. 156-163 ◽

Author(s):

Ling Guo ◽

Daniel Rivero ◽

Alejandro Pazos

Keyword(s):

Neural Networks ◽

Artificial Neural Networks ◽

Epileptic Seizure ◽

Approximate Entropy ◽

Seizure Detection ◽

Epileptic Seizure Detection ◽

Multiwavelet Transform ◽

Artificial Neural

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