Multichannel Synthetic Preictal EEG Signals to Enhance the Prediction of Epileptic Seizures

29 April 2022

Papers citing "Multichannel Synthetic Preictal EEG Signals to Enhance the Prediction of Epileptic Seizures"

13 / 13 papers shown

Title
Binary Single-dimensional Convolutional Neural Network for Seizure Prediction Shiqi Zhao Jie Yang Yankun Xu Mohamad Sawan 43 29 0 08 Jun 2022
Generative Adversarial Networks Gilad Cohen Raja Giryes GAN 270 30,123 0 01 Mar 2022
An End-to-End Deep Learning Approach for Epileptic Seizure Prediction Yankun Xu Jie Yang Shiqi Zhao Hemmings C. H. Wu Mohamad Sawan 35 55 0 17 Aug 2021
A Generative Model to Synthesize EEG Data for Epileptic Seizure Prediction Khansa Rasheed Junaid Qadir T. O'Brien L. Kuhlmann Adeel Razi OOD 45 57 0 01 Dec 2020
Machine Learning for Predicting Epileptic Seizures Using EEG Signals: A Review Khansa Rasheed A. Qayyum Junaid Qadir Shobi Sivathamboo P. Kwan L. Kuhlmann T. O'Brien Adeel Razi 58 227 0 04 Feb 2020
Human Intracranial EEG Quantitative Analysis and Automatic Feature Learning for Epileptic Seizure Prediction Ramy Hussein Mohamed Osama Ahmed Rabab Ward Z. J. Wang L. Kuhlmann Yi Guo 39 31 0 07 Apr 2019
EEG-GAN: Generative adversarial networks for electroencephalograhic (EEG) brain signals K. Hartmann R. Schirrmeister T. Ball GAN AI4TS 53 232 0 05 Jun 2018
Focal onset seizure prediction using convolutional networks Haidar Khan L. Marcuse M. Fields K. Swann B. Yener 50 253 0 29 May 2018
Pros and Cons of GAN Evaluation Measures Ali Borji ELM EGVM 65 874 0 09 Feb 2018
A Note on the Inception Score Shane T. Barratt Rishi Sharma EGVM 86 692 0 06 Jan 2018
Real-valued (Medical) Time Series Generation with Recurrent Conditional GANs Cristóbal Esteban Stephanie L. Hyland Gunnar Rätsch GAN SyDa MedIm 95 788 0 08 Jun 2017
Improved Training of Wasserstein GANs Ishaan Gulrajani Faruk Ahmed Martín Arjovsky Vincent Dumoulin Aaron Courville GAN 201 9,546 0 31 Mar 2017
Conditional Generative Adversarial Nets M. Berk Mirza Simon Osindero GAN SyDa AI4CE 258 10,409 0 06 Nov 2014