Seizure forecasting using minimally invasive, ultra‐long‐term subcutaneous electroencephalography: individualized intrapatient models

PF Viana, T Pal Attia, M Nasseri, J Duun‐Henriksen… - …, 2023 - Wiley Online Library
electroencephalogram (EEG), continuously. We aimed to assess whether patient… seizure
forecasting is possible using remote, minimally invasive ultralong- term subcutaneous EEG

Seizure forecasting using minimally invasive, ultra‐long‐term subcutaneous EEG: generalizable cross‐patient models

T Pal Attia, PF Viana, M Nasseri, J Duun‐Henriksen… - …, 2023 - Wiley Online Library
… 2.1 | Subcutaneous EEG data This study evaluated patients with refractory focal epilepsy
that recorded ultra- long- term subcutaneous EEG (sqEEG) using the 24/7 EEG SubQ system …

Seizure detection, prediction, and forecasting

A Fu, FA Lado - Journal of Clinical Neurophysiology, 2024 - journals.lww.com
Predictions or forecasts of seizures from EEG signals may be … term EEG recordings that may
each confound seizure prediction. … SubQ in this subcutaneous EEG trial with three months of …

Seizure forecasting from subcutaneous EEG using long short term memory neural networks: Algorithm development and optimization

TP Attia, PF Viana, M Nasseri… - 2021 IEEE …, 2021 - ieeexplore.ieee.org
forecasting seizures from this novel data source as the capability of predicting seizures with
subcutaneous EEG … that electrographic seizure monitoring and analysis of long ‐term seizure

Wearable electroencephalography for ultra-long-term seizure monitoring: a systematic review and future prospects

JM Nielsen, D Rades, TW Kjaer - Expert Review of Medical Devices, 2021 - Taylor & Francis
… current status on wearable surface- and subcutaneous EEG for long-term seizure monitoring
in … of less invasive seizure forecasting through subcutaneous devices and perhaps surface …

[HTML][HTML] Seizure forecasting using a novel sub-scalp ultra-long term EEG monitoring system

RE Stirling, MI Maturana, PJ Karoly, ES Nurse… - Frontiers in …, 2021 - frontiersin.org
… -EEG monitoring. As a secondary aim, we also present a case study to illustrate the potential
for seizure forecasting using sub-scalp EEG. … invasiveness of subcutaneous electrodes, this …

[HTML][HTML] Seizure diaries and forecasting with wearables: epilepsy monitoring outside the clinic

BH Brinkmann, PJ Karoly, ES Nurse… - Frontiers in …, 2021 - frontiersin.org
EEG monitoring device for seizure forecasting (2), compared to monthly self-reported seizure
diaries to ambulatory intracranial EEG, … more highly than subcutaneous or implantable …

Validation of an EEG seizure detection paradigm optimized for clinical use in a chronically implanted subcutaneous device

D Bacher, A Amini, D Friedman, W Doyle… - Journal of Neuroscience …, 2021 - Elsevier
… We report intracranial EEG validation of a subcutaneous EEG ictal … We present validation of
a continuous EEG seizure detection paradigm using … Forecasting cycles of seizure likelihood …

230 days of ultra long‐term subcutaneous EEG: seizure cycle analysis and comparison to patient diary

PF Viana, J Duun‐Henriksen… - Annals of clinical …, 2021 - Wiley Online Library
seizure risk cycles and for seizure forecasting. Future work should investigate the clinical
benefit of seizure forecasting … its challenges (ie missed seizures due to limited spatial sampling, …

Signal quality and power spectrum analysis of remote ultra long‐term subcutaneous EEG

PF Viana, LS Remvig, J Duun‐Henriksen… - …, 2021 - Wiley Online Library
… Reliable and stable signal quality is essential for the development and validation of automated
tools for signal processing, including seizure detection and seizure prediction. However, …