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

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

4 February 2020

Shobi Sivathamboo

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

10 / 10 papers shown

Title
On the challenges of detecting MCI using EEG in the wild Aayush Mishra David Joffe Sankara Surendra Telidevara David S Oakley Anqi Liu 43 0 0 15 Jan 2025
Enhancing Representation Learning of EEG Data with Masked Autoencoders Yifei Zhou Sitong Liu 41 0 0 09 Aug 2024
Lightweight Convolution Transformer for Cross-patient Seizure Detection in Multi-channel EEG Signals S. Rukhsar A. Tiwari 29 9 0 07 May 2023
ScatterFormer: Locally-Invariant Scattering Transformer for Patient-Independent Multispectral Detection of Epileptiform Discharges Rui-Hua Zheng Jun Yu Li Yi Wang Tian Luo Yuguo Yu MedIm 32 4 0 26 Apr 2023
Imaging the time series of one single referenced EEG electrode for Epileptic Seizures Risk Analysis Tiago Leal A. Dourado Fábio Lopes C. Teixeira AI4TS 29 0 0 29 Jun 2022
Multichannel Synthetic Preictal EEG Signals to Enhance the Prediction of Epileptic Seizures Yankun Xu Jie Yang Mohamad Sawan 24 26 0 29 Apr 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 26 49 0 29 May 2021
Self-Supervised Graph Neural Networks for Improved Electroencephalographic Seizure Analysis Siyi Tang Jared A. Dunnmon Khaled Kamal Saab Xuan Zhang Qianying Huang Florian Dubost D. Rubin Christopher Lee-Messer 30 96 0 16 Apr 2021
Deep Learning for Medical Anomaly Detection -- A Survey Tharindu Fernando Harshala Gammulle Simon Denman Sridha Sridharan Clinton Fookes OOD 20 269 0 04 Dec 2020
A Generative Model to Synthesize EEG Data for Epileptic Seizure Prediction Khansa Rasheed Junaid Qadir T. O'Brien L. Kuhlmann Adeel Razi OOD 24 57 0 01 Dec 2020