An Automated System for Epilepsy Detection using EEG Brain Signals based on Deep Learning Approach

16 January 2018

Papers citing "An Automated System for Epilepsy Detection using EEG Brain Signals based on Deep Learning Approach"

20 / 20 papers shown

Title
Deep Learning-Powered Electrical Brain Signals Analysis: Advancing Neurological Diagnostics Jiahe Li Xin Chen Fanqi Shen Junru Chen Y. Liu Daoze Zhang Zhizhang Yuan F. Zhao Meng Li Yang Yang 41 0 0 24 Feb 2025
On the Intersection of Signal Processing and Machine Learning: A Use Case-Driven Analysis Approach Sulaiman A. Aburakhia Abdallah Shami G. Karagiannidis 40 4 0 25 Mar 2024
A Memristor-Inspired Computation for Epileptiform Signals in Spheroids Ivan Diez-de-los-Rios J. Ephraim G. Palazzolo T. Serrano-Gotarredona G. Panuccio B. Linares-Barranco 13 0 0 10 Jul 2023
Seizure Detection and Prediction by Parallel Memristive Convolutional Neural Networks Chenqi Li Corey Lammie Xuening Dong A. Amirsoleimani M. R. Azghadi R. Genov 17 20 0 20 Jun 2022
Automated Human Mind Reading Using EEG Signals for Seizure Detection V. Ranga Shivam Gupta J. Meena Priyansh Agrawal 13 3 0 05 Nov 2021
Self-supervised Contrastive Learning for EEG-based Sleep Staging Xue Jiang Jianhui Zhao Bo Du Zhiyong Yuan 10 63 0 16 Sep 2021
An overview of deep learning techniques for epileptic seizures detection and prediction based on neuroimaging modalities: Methods, challenges, and future works A. Shoeibi Parisa Moridian Marjane Khodatars Navid Ghassemi M. Jafari ... Juan M Gorriz Javier Ramírez Abbas Khosravi S. Nahavandi U. Acharya 26 49 0 29 May 2021
A Novel Hybrid Deep Learning Approach for Non-Intrusive Load Monitoring of Residential Appliance Based on Long Short Term Memory and Convolutional Neural Networks Sobhan Naderian 14 1 0 15 Apr 2021
A Novel Use of Discrete Wavelet Transform Features in the Prediction of Epileptic Seizures from EEG Data Cyrille Feudjio Victoire Djimna Noyum Younous Perieukeu Mofendjou Rockefeller Ernest Fokoue 11 2 0 31 Jan 2021
Interpreting Deep Learning Models for Epileptic Seizure Detection on EEG signals Valentin Gabeff T. Teijeiro Marina Zapater L. Cammoun S. Rheims P. Ryvlin David Atienza Alonso 13 55 0 22 Dec 2020
Deep Learning for Medical Anomaly Detection -- A Survey Tharindu Fernando Harshala Gammulle Simon Denman Sridha Sridharan Clinton Fookes OOD 20 271 0 04 Dec 2020
Deep Learning in EEG: Advance of the Last Ten-Year Critical Period Shu Gong Kaibo Xing A. Cichocki Junhua Li VLM 32 64 0 22 Nov 2020
Disguising Personal Identity Information in EEG Signals Shiya Liu Yue Yao Chaoyue Xing Tom Gedeon 11 2 0 18 Oct 2020
Epileptic Seizures Detection Using Deep Learning Techniques: A Review A. Shoeibi Marjane Khodatars Navid Ghassemi M. Jafari Parisa Moridian ... Diba Aminshahidi Sadiq Hussain M. Rouhani S. Nahavandi U. Acharya 24 258 0 02 Jul 2020
Binary and Multiclass Classifiers based on Multitaper Spectral Features for Epilepsy Detection J. T. Oliva J. Rosa 19 15 0 02 Apr 2020
Neural Memory Networks for Seizure Type Classification David Ahmedt-Aristizabal Tharindu Fernando Simon Denman L. Petersson Matthew J. Aburn Clinton Fookes 14 52 0 10 Dec 2019
A Survey on Deep Learning-based Non-Invasive Brain Signals:Recent Advances and New Frontiers Xiang Zhang Lina Yao Xianzhi Wang Jessica J. M. Monaghan David Mcalpine Yu Zhang 3DV 33 140 0 10 May 2019
Automatic Emotion Recognition (AER) System based on Two-Level Ensemble of Lightweight Deep CNN Models Emad-ul-Haq Qazi M. Hussain Hatim Aboalsamh I. Ullah 11 9 0 30 Apr 2019
Deep learning-based electroencephalography analysis: a systematic review Yannick Roy Hubert J. Banville Isabela Albuquerque Alexandre Gramfort T. Falk J. Faubert 25 936 0 16 Jan 2019
Seizure Detection using Least EEG Channels by Deep Convolutional Neural Network M. Avcu Zhuo Zhang Derrick W. S. Chan 23 57 0 14 Jan 2019