Seizure prediction—ready for a new era

L Kuhlmann, K Lehnertz, MP Richardson… - Nature Reviews …, 2018 - nature.com
Epilepsy is a common disorder characterized by recurrent seizures. An overwhelming
majority of people with epilepsy regard the unpredictability of seizures as a major issue …

Towards accurate prediction of epileptic seizures: A review

EB Assi, DK Nguyen, S Rihana, M Sawan - Biomedical Signal Processing …, 2017 - Elsevier
Recent research has investigated the possibility of predicting epileptic seizures. Intervention
before the onset of seizure manifestations could be envisioned with accurate seizure …

Seizure prediction for therapeutic devices: A review

K Gadhoumi, JM Lina, F Mormann, J Gotman - Journal of neuroscience …, 2016 - Elsevier
Research in seizure prediction has come a long way since its debut almost 4 decades ago.
Early studies suffered methodological caveats leading to overoptimistic results and lack of …

Epileptic seizure prediction using CSP and LDA for scalp EEG signals

TN Alotaiby, SA Alshebeili, FM Alotaibi… - Computational …, 2017 - Wiley Online Library
This paper presents a patient‐specific epileptic seizure predication method relying on the
common spatial pattern‐(CSP‐) based feature extraction of scalp electroencephalogram …

Automated real-time epileptic seizure detection in scalp EEG recordings using an algorithm based on wavelet packet transform

AS Zandi, M Javidan, GA Dumont… - IEEE Transactions on …, 2010 - ieeexplore.ieee.org
A novel wavelet-based algorithm for real-time detection of epileptic seizures using scalp
EEG is proposed. In a moving-window analysis, the EEG from each channel is decomposed …

Prediction of epileptic seizures from EEG using analysis of ictal rules on Poincaré plane

B Sharif, AH Jafari - Computer methods and programs in biomedicine, 2017 - Elsevier
Abstract Background and Objective Epilepsy is a neurological disorder that causes recurrent
and abrupt seizures which makes the patients insecure. Predicting seizures can reduce the …

Learning EEG synchronization patterns for epileptic seizure prediction using bag-of-wave features

S Cui, L Duan, Y Qiao, Y Xiao - Journal of Ambient Intelligence and …, 2023 - Springer
Epileptic seizure prediction has the potential to promote epilepsy care and treatment.
However, the seizure prediction accuracy does not satisfy the application requirements. In …

Stimulation-based anticipation and control of state transitions in the epileptic brain

SN Kalitzin, DN Velis, FHL da Silva - Epilepsy & Behavior, 2010 - Elsevier
We focus on the implications that the underlying neuronal dynamics might have on the
possibility of anticipating seizures and designing an effective paradigm for their control …

Seizure prediction: any better than chance?

RG Andrzejak, D Chicharro, CE Elger… - Clinical …, 2009 - Elsevier
OBJECTIVE: To test whether epileptic seizure prediction algorithms have true predictive
power, their performance must be compared with the one expected under well-defined null …

Online seizure prediction using an adaptive learning approach

S Wang, WA Chaovalitwongse… - IEEE transactions on …, 2013 - ieeexplore.ieee.org
Epilepsy is one of the most common neurological disorders, characterized by recurrent
seizures. Being able to predict impending seizures could greatly improve the lives of …