Development and validation of forecasting next reported seizure using e‐diaries

DM Goldenholz, SR Goldenholz, J Romero… - Annals of …, 2020 - Wiley Online Library
Objective There are no validated methods for predicting the timing of seizures. Using
machine learning, we sought to forecast 24‐hour risk of self‐reported seizure from e‐diaries …

Epileptic seizure forecasting with generative adversarial networks

ND Truong, L Kuhlmann, MR Bonyadi, D Querlioz… - IEEE …, 2019 - ieeexplore.ieee.org
Many outstanding studies have reported promising results in seizure forecasting, one of the
most challenging predictive data analysis problems. This is mainly because …

Performance metrics for online seizure prediction

HH Chen, V Cherkassky - Neural Networks, 2020 - Elsevier
Many recent studies on online seizure prediction from iEEG signal describe various
prediction algorithms and their prediction performance. In contrast, this paper focuses on …

Seizure prediction: science fiction or soon to become reality?

DR Freestone, PJ Karoly, ADH Peterson… - Current neurology and …, 2015 - Springer
This review highlights recent developments in the field of epileptic seizure prediction. We
argue that seizure prediction is possible; however, most previous attempts have used data …

Forecasting seizure risk in adults with focal epilepsy: a development and validation study

T Proix, W Truccolo, MG Leguia, TK Tcheng… - The Lancet …, 2021 - thelancet.com
Background People with epilepsy are burdened with the apparent unpredictability of
seizures. In the past decade, converging evidence from studies using chronic EEG (cEEG) …

[引用][C] Automated seizure prediction paradigm

LD Iasemidis, JC Sackellares, RL Gilmore, SN Roper - Epilepsia, 1998

Seizure forecasting: Where do we stand?

RG Andrzejak, HP Zaveri, A Schulze‐Bonhage… - …, 2023 - Wiley Online Library
A lot of mileage has been made recently on the long and winding road toward seizure
forecasting. Here we briefly review some selected milestones passed along the way, which …

Expert perspective: who may benefit most from the new ultra long-term subcutaneous EEG monitoring?

J Pathmanathan, TW Kjaer, AJ Cole, N Delanty… - Frontiers in …, 2022 - frontiersin.org
Today's modalities for short-term monitoring of EEG are primarily meant for supporting
clinical diagnosis of epilepsy or classifying seizures and interictal epileptiform discharges …

A new era in electroencephalographic monitoring? Subscalp devices for ultra–long‐term recordings

J Duun‐Henriksen, M Baud, MP Richardson… - …, 2020 - Wiley Online Library
Inaccurate subjective seizure counting poses treatment and diagnostic challenges and thus
suboptimal quality in epilepsy management. The limitations of existing hospital‐and home …

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 …