Automated seizure prediction

UR Acharya, Y Hagiwara, H Adeli - Epilepsy & Behavior, 2018 - Elsevier
… on seizure prediction. The technologies developed for epilepsy diagnosis and seizure detection
are … Deep machine learning techniques, the same technology used in smart phones and …

A machine learning approach to epileptic seizure prediction using Electroencephalogram (EEG) Signal

M Savadkoohi, T Oladunni, L Thompson - Biocybernetics and Biomedical …, 2020 - Elsevier
… In this study, we explored machine learning approach in the diagnoses and detection of
epileptic seizure. Doing this, we used K-nearest neighbors (KNN) and Support Vector Machine (…

Epileptic seizures prediction using machine learning methods

SM Usman, M Usman, S Fong - … and mathematical methods in …, 2017 - Wiley Online Library
… features for prediction of epileptic seizures. Features that … 16] that there is no machine learning
model that provides an … reliable machine learning model for prediction of epileptic seizures

[Retracted] Review on Epileptic Seizure Prediction: Machine Learning and Deep Learning Approaches

M Natu, M Bachute, S Gite, K Kotecha… - … Methods in Medicine, 2022 - Wiley Online Library
… Moghim and Corne [49], in this study, illustrated an algorithm used for epilepsy prediction,
called ASPPR (advance seizure prediction via preictal relabeling). It helps the understanding …

A review of machine learning approaches for epileptic seizure prediction

S Selim, E Elhinamy, H Othman… - … and Systems (ICCES …, 2019 - ieeexplore.ieee.org
prediction of seizure is highly beneficial for the patient’s safety. Consequently, this study is
mainly concerned with seizure prediction … the different machine learning approaches that are …

[PDF][PDF] Applying machine learning for human seizure prediction

E Dadgar-Kiani, C Alkan, A Shameli - semanticscholar, 2016 - cs229.stanford.edu
… to perform human seizure prediction. Features were … seizure events. Thus, this paper
demonstrates the feasibility of using a machine learning algorithm to accurately predict rare seizure

Comparison of machine learning models for seizure prediction in hospitalized patients

AF Struck, AA Rodriguez‐Ruiz… - Annals of clinical …, 2019 - Wiley Online Library
… that the three machine learning techniques used for near-term seizure prediction have fairly
… to be much improvement in seizure prediction with other machine learning methods. Further …

Channel selection for epilepsy seizure prediction method based on machine learning

NF Chang, TC Chen, CY Chiang… - … Conference of the IEEE …, 2012 - ieeexplore.ieee.org
… on seizure prediction problem have shown great improvement these years. Machine learning
based seizure prediction … However, the computation loading of the machine learning based …

Application of machine learning in epileptic seizure detection

LV Tran, HM Tran, TM Le, TTM Huynh, HT Tran… - Diagnostics, 2022 - mdpi.com
… being able to detect the onset of a seizure, as it was not within the … machine learning to
classify EEG signals into non-seizure and seizure events, and to detect the presence of seizure

Machine learning seizure prediction: one problematic but accepted practice

J West, ZD Bozorgi, J Herron, HJ Chizeck… - Journal of Neural …, 2023 - iopscience.iop.org
seizure prediction and demonstrate the ease at which it can be inadvertently learned by a
machine learning … in machine learning seizure prediction is more likely to be clinically relevant. …