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

BH Brinkmann, PJ Karoly, ES Nurse… - Frontiers in …, 2021 - frontiersin.org
It is a major challenge in clinical epilepsy to diagnose and treat a disease characterized by
infrequent seizures based on patient or caregiver reports and limited duration clinical …

Seizure detection using wearable sensors and machine learning: Setting a benchmark

J Tang, R El Atrache, S Yu, U Asif, M Jackson… - …, 2021 - Wiley Online Library
Objective Tracking seizures is crucial for epilepsy monitoring and treatment evaluation.
Current epilepsy care relies on caretaker seizure diaries, but clinical seizure monitoring may …

Machine learning from wristband sensor data for wearable, noninvasive seizure forecasting

C Meisel, R El Atrache, M Jackson, S Schubach… - …, 2020 - Wiley Online Library
Objective Seizure forecasting may provide patients with timely warnings to adapt their daily
activities and help clinicians deliver more objective, personalized treatments. Although …

[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
Accurate identification of seizure activity, both clinical and subclinical, has important
implications in the management of epilepsy. Accurate recognition of seizure activity is …

Automated seizure detection using wearable devices: a clinical practice guideline of the International League Against Epilepsy and the International Federation of …

S Beniczky, S Wiebe, J Jeppesen, WO Tatum… - Clinical …, 2021 - Elsevier
The objective of this clinical practice guideline (CPG) is to provide recommendations for
healthcare personnel working with patients with epilepsy, on the use of wearable devices for …

Multi-biosignal analysis for epileptic seizure monitoring

D Cogan, J Birjandtalab, M Nourani… - … journal of neural …, 2017 - World Scientific
Persons who suffer from intractable seizures are safer if attended when seizures strike.
Consequently, there is a need for wearable devices capable of detecting both convulsive …

In‐hospital and home‐based long‐term monitoring of focal epilepsy with a wearable electroencephalographic device: Diagnostic yield and user experience

J Macea, M Bhagubai, V Broux, M De Vos… - …, 2023 - Wiley Online Library
Objective The aim is to report the performance of an electroencephalogram (EEG) seizure‐
detector algorithm on data obtained with a wearable device (WD) in patients with focal …

Visual seizure annotation and automated seizure detection using behind‐the‐ear electroencephalographic channels

K Vandecasteele, T De Cooman, J Dan, E Cleeren… - …, 2020 - Wiley Online Library
Objective Seizure diaries kept by patients are unreliable. Automated
electroencephalography (EEG)‐based seizure detection systems are a useful support tool to …

[HTML][HTML] Forecasting seizure likelihood with wearable technology

RE Stirling, DB Grayden, W D'Souza, MJ Cook… - Frontiers in …, 2021 - frontiersin.org
The unpredictability of epileptic seizures exposes people with epilepsy to potential physical
harm, restricts day-to-day activities, and impacts mental well-being. Accurate seizure …

Automated detection of absence seizures using a wearable electroencephalographic device: a phase 3 validation study and feasibility of automated behavioral testing

G Japaridze, D Loeckx, T Buckinx, S Armand Larsen… - …, 2023 - Wiley Online Library
Objective Our primary goal was to measure the accuracy of fully automated absence seizure
detection, using a wearable electroencephalographic (EEG) device. As a secondary goal …