Integrating artificial intelligence with real-time intracranial EEG monitoring to automate interictal identification of seizure onset zones in focal epilepsy
Y Varatharajah, B Berry, J Cimbalnik… - Journal of neural …, 2018 - iopscience.iop.org
Objective. An ability to map seizure-generating brain tissue, ie the seizure onset zone (SOZ),
without recording actual seizures could reduce the duration of invasive EEG monitoring for …
without recording actual seizures could reduce the duration of invasive EEG monitoring for …
Endogenous multidien rhythm of epilepsy in rats
MO Baud, A Ghestem, JJ Benoliel, C Becker… - Experimental …, 2019 - Elsevier
Recent trials of chronic EEG in humans showed that epilepsy is a cyclical disorder of the
brain with rhythms at multiple time-scales: circadian, multi-day (multidien) or even seasonal …
brain with rhythms at multiple time-scales: circadian, multi-day (multidien) or even seasonal …
Weak self-supervised learning for seizure forecasting: a feasibility study
This paper proposes an artificial intelligence system that continuously improves over time at
event prediction using initially unlabelled data by using self-supervised learning. Time …
event prediction using initially unlabelled data by using self-supervised learning. Time …
Effect of cannabidiol on interictal epileptiform activity and sleep architecture in children with intractable epilepsy: a prospective open-label study
KA Klotz, D Grob, J Schönberger, L Nakamura… - CNS drugs, 2021 - Springer
Background Cannabidiol has been shown to be effective in seizure reduction in patients
with Dravet syndrome, Lennox–Gastaut syndrome, and tuberous sclerosis. However, very …
with Dravet syndrome, Lennox–Gastaut syndrome, and tuberous sclerosis. However, very …
Signal quality and power spectrum analysis of remote ultra long‐term subcutaneous EEG
PF Viana, LS Remvig, J Duun‐Henriksen… - …, 2021 - Wiley Online Library
Objective Ultra long‐term subcutaneous electroencephalography (sqEEG) monitoring is a
new modality with great potential for both health and disease, including epileptic seizure …
new modality with great potential for both health and disease, including epileptic seizure …
Generalisability of epileptiform patterns across time and patients
H Karimi-Rouzbahani, A McGonigal - Scientific Reports, 2024 - nature.com
The complexity of localising the epileptogenic zone (EZ) contributes to surgical resection
failures in achieving seizure freedom. The distinct patterns of epileptiform activity during …
failures in achieving seizure freedom. The distinct patterns of epileptiform activity during …
Localizing confined epileptic foci in patients with an unclear focus or presumed multifocality using a component-based EEG-fMRI method
E Ebrahimzadeh, M Shams… - Cognitive …, 2021 - Springer
Precise localization of epileptic foci is an unavoidable prerequisite in epilepsy surgery.
Simultaneous EEG-fMRI recording has recently created new horizons to locate foci in …
Simultaneous EEG-fMRI recording has recently created new horizons to locate foci in …
Human intracranial EEG quantitative analysis and automatic feature learning for epileptic seizure prediction
Objective: The aim of this study is to develop an efficient and reliable epileptic seizure
prediction system using intracranial EEG (iEEG) data, especially for people with drug …
prediction system using intracranial EEG (iEEG) data, especially for people with drug …
AiED: Artificial intelligence for the detection of intracranial interictal epileptiform discharges
RJ Quon, S Meisenhelter, EJ Camp, ME Testorf… - Clinical …, 2022 - Elsevier
Objective Deep learning provides an appealing solution for the ongoing challenge of
automatically classifying intracranial interictal epileptiform discharges (IEDs). We report …
automatically classifying intracranial interictal epileptiform discharges (IEDs). We report …
Deep brain stimulation for epilepsy: biomarkers for optimization
Purpose of review Two large-scale controlled clinical trials have provided Class I evidence
for the benefit of deep brain stimulation (DBS) as a therapy for refractory epilepsy. However …
for the benefit of deep brain stimulation (DBS) as a therapy for refractory epilepsy. However …