Machine Learning · Computer Science
Machine Learning for Predicting Epileptic Seizures Using EEG Signals: A Review
Khansa Rasheed, Adnan Qayyum, Junaid Qadir, Shobi Sivathamboo +4
2020-02-06
Machine Learning · Computer Science
Epileptic Seizures Detection Using Deep Learning Techniques: A Review
Afshin Shoeibi, Marjane Khodatars, Navid Ghassemi, Mahboobeh Jafari +13
2021-06-01
Signal Processing · Electrical Eng. & Systems
Epileptic Seizure Detection: A Deep Learning Approach
Ramy Hussein, Hamid Palangi, Rabab Ward, Z. Jane Wang
2018-03-28
Machine Learning · Computer Science
Machine Learning Applications on Neuroimaging for Diagnosis and Prognosis of Epilepsy: A Review
Jie Yuan, Xuming Ran, Keyin Liu, Chen Yao +3
2021-11-03
Computer Vision and Pattern Recognition · Computer Science
Deep Belief Networks used on High Resolution Multichannel Electroencephalography Data for Seizure Detection
JT Turner, Adam Page, Tinoosh Mohsenin, Tim Oates
2017-08-29
Machine Learning · Computer Science
Seizure Type Classification using EEG signals and Machine Learning: Setting a benchmark
Subhrajit Roy, Umar Asif, Jianbin Tang, Stefan Harrer
2020-08-13
Machine Learning · Computer Science
From Epilepsy Seizures Classification to Detection: A Deep Learning-based Approach for Raw EEG Signals
Davy Darankoum, Manon Villalba, Clelia Allioux, Baptiste Caraballo +7
2026-03-18
Computer Vision and Pattern Recognition · Computer Science
Patient-independent Epileptic Seizure Prediction using Deep Learning Models
Theekshana Dissanayake, Tharindu Fernando, Simon Denman, Sridha Sridharan +1
2020-11-20
Signal Processing · Electrical Eng. & Systems
An End-to-End Deep Learning Approach for Epileptic Seizure Prediction
Yankun Xu, Jie Yang, Shiqi Zhao, Hemmings Wu +1
2021-08-18
Signal Processing · Electrical Eng. & Systems
Patient-Specific Seizure Prediction Using Single Seizure Electroencephalography Recording
Zaid Bin Tariq, Arun Iyengar, Lara Marcuse, Hui Su +1
2020-11-19
Machine Learning · Computer Science
Convolutional Neural Networks for Epileptic Seizure Prediction
Matthias Eberlein, Raphael Hildebrand, Ronald Tetzlaff, Nico Hoffmann +3
2023-04-12
Machine Learning · Computer Science
The use of Multi-domain Electroencephalogram Representations in the building of Models based on Convolutional and Recurrent Neural Networks for Epilepsy Detection
Luiz Antonio Nicolau Anghinoni, Gustavo Weber Denardin, Jadson Castro Gertrudes, Dalcimar Casanova +1
2025-04-28
Machine Learning · Computer Science
Cloud-based Deep Learning of Big EEG Data for Epileptic Seizure Prediction
Mohammad-Parsa Hosseini, Hamid Soltanian-Zadeh, Kost Elisevich, Dario Pompili
2017-02-20
Machine Learning · Computer Science
An overview of deep learning techniques for epileptic seizures detection and prediction based on neuroimaging modalities: Methods, challenges, and future works
Afshin Shoeibi, Parisa Moridian, Marjane Khodatars, Navid Ghassemi +8
2022-09-07
Machine Learning · Computer Science
Automated Human Mind Reading Using EEG Signals for Seizure Detection
Virender Ranga, Shivam Gupta, Jyoti Meena, Priyansh Agrawal
2021-11-08
Signal Processing · Electrical Eng. & Systems
Epileptic Seizure Forecasting: Probabilistic seizure-risk assessment and data-fusion
Nhan Duy Truong, Yikai Yang, Christina Maher, Armin Nikpour +1
2020-05-18
Machine Learning · Computer Science
Novel Epileptic Seizure Detection Techniques and their Empirical Analysis
Rabel Guharoy, Nanda Dulal Jana, Suparna Biswas, Lalit Garg
2024-05-28