Learning Robust Features using Deep Learning for Automatic Seizure Detection

31 July 2016

Papers citing "Learning Robust Features using Deep Learning for Automatic Seizure Detection"

26 / 26 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 157 1 0 24 Feb 2025
Using Explainable AI for EEG-based Reduced Montage Neonatal Seizure Detection Dinuka Sandun Udayantha Kavindu Weerasinghe Nima Wickramasinghe Akila Abeyratne Kithmin Wickremasinghe J. Wanigasinghe Anjula De Silva Chamira U. S. Edussooriya 69 2 0 04 Jun 2024
EEG-based Image Feature Extraction for Visual Classification using Deep Learning Alankrit Mishra N. Raj Garima Bajwa VLM 65 6 0 27 Sep 2022
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 87 54 0 29 May 2021
Robust learning from corrupted EEG with dynamic spatial filtering Hubert J. Banville Sean U. N. Wood Chris Aimone Denis A. Engemann Alexandre Gramfort 60 32 0 27 May 2021
Automated Detection of Abnormalities from an EEG Recording of Epilepsy Patients With a Compact Convolutional Neural Network Takuhei Shoji Noboru Yoshida Toshihisa Tanaka 32 27 0 21 May 2021
Deep Learning for Medical Anomaly Detection -- A Survey Tharindu Fernando Harshala Gammulle Simon Denman Sridha Sridharan Clinton Fookes OOD 85 282 0 04 Dec 2020
Learning from Heterogeneous EEG Signals with Differentiable Channel Reordering Aaqib Saeed David Grangier Olivier Pietquin Neil Zeghidour 77 21 0 21 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 89 268 0 02 Jul 2020
Staging Epileptogenesis with Deep Neural Networks D. Lu S. Bauer V. Neubert L. Costard F. Rosenow Jochen Triesch 36 6 0 17 Jun 2020
Neural Memory Networks for Seizure Type Classification David Ahmedt-Aristizabal Tharindu Fernando Simon Denman L. Petersson Matthew J. Aburn Clinton Fookes 67 55 0 10 Dec 2019
Time-Guided High-Order Attention Model of Longitudinal Heterogeneous Healthcare Data Yi Huang Xiaoshan Yang Changsheng Xu AI4TS 113 3 0 28 Nov 2019
Adversarial Representation Learning for Robust Patient-Independent Epileptic Seizure Detection Xiang Zhang Lina Yao Manqing Dong Zhe Liu Yu Zhang Yong Li OOD AAML 63 87 0 18 Sep 2019
Automated Classification of Seizures against Nonseizures: A Deep Learning Approach Xinghua Yao Q. Cheng Guoqiang Zhang 97 18 0 05 Jun 2019
Temporal Graph Convolutional Networks for Automatic Seizure Detection Ian Covert B. Krishnan I. Najm Jiening Zhan Matthew Shore J. Hixson M. Po 60 71 0 03 May 2019
A Novel Independent RNN Approach to Classification of Seizures against Non-seizures Xinghua Yao Q. Cheng Guoqiang Zhang 57 46 0 22 Mar 2019
Deep learning-based electroencephalography analysis: a systematic review Yannick Roy Hubert J. Banville Isabela Albuquerque Alexandre Gramfort T. Falk J. Faubert 144 977 0 16 Jan 2019
Early Seizure Detection with an Energy-Efficient Convolutional Neural Network on an Implantable Microcontroller Maria Hügle S. Heller Manuel Watter Manuel Blum F. Manzouri M. Dümpelmann A. Schulze-Bonhage P. Woias Joschka Boedecker 48 43 0 12 Jun 2018
Compact Convolutional Neural Networks for Classification of Asynchronous Steady-state Visual Evoked Potentials Nicholas R. Waytowich Vernon J. Lawhern J. Garcia J. Cummings J. Faller P. Sajda J. Vettel 70 187 0 12 Mar 2018
Cost-Sensitive Convolution based Neural Networks for Imbalanced Time-Series Classification Yue Geng Xinyu Luo AI4TS 73 29 0 13 Jan 2018
Deep Classification of Epileptic Signals David Ahmedt-Aristizabal Clinton Fookes Kien Nguyen Sridha Sridharan 57 65 0 11 Jan 2018
Automatic Analysis of EEGs Using Big Data and Hybrid Deep Learning Architectures M. Golmohammadi A. Torbati S. Diego I. Obeid J. Picone 62 90 0 28 Dec 2017
Subject Selection on a Riemannian Manifold for Unsupervised Cross-subject Seizure Detection Samaneh Nasiri Ghosheh Bolagh Gari D. Clifford 43 11 0 01 Dec 2017
Hierarchical internal representation of spectral features in deep convolutional networks trained for EEG decoding K. Hartmann R. Schirrmeister T. Ball 87 27 0 21 Nov 2017
Supervised Learning in Automatic Channel Selection for Epileptic Seizure Detection Nhan Duy Truong L. Kuhlmann M. Bonyadi Jiawei Yang A. Faulks O. Kavehei 108 71 0 31 Jan 2017
EEGNet: A Compact Convolutional Network for EEG-based Brain-Computer Interfaces Vernon J. Lawhern Amelia J. Solon Nicholas R. Waytowich Stephen M. Gordon C. Hung Brent Lance OOD 182 2,939 0 23 Nov 2016