Prospective study of a multimodal convulsive seizure detection wearable system on pediatric and adult patients in the epilepsy monitoring unit
F Onorati, G Regalia, C Caborni… - Frontiers in …, 2021 - frontiersin.org
Background: Using machine learning to combine wrist accelerometer (ACM) and
electrodermal activity (EDA) has been shown effective to detect primarily and secondarily …
electrodermal activity (EDA) has been shown effective to detect primarily and secondarily …
Convulsive seizure detection using a wrist‐worn electrodermal activity and accelerometry biosensor
MZ Poh, T Loddenkemper, C Reinsberger… - …, 2012 - Wiley Online Library
The special requirements for a seizure detector suitable for everyday use in terms of cost,
comfort, and social acceptance call for alternatives to electroencephalography (EEG)–based …
comfort, and social acceptance call for alternatives to electroencephalography (EEG)–based …
Multicenter clinical assessment of improved wearable multimodal convulsive seizure detectors
F Onorati, G Regalia, C Caborni, M Migliorini… - …, 2017 - Wiley Online Library
Objective New devices are needed for monitoring seizures, especially those associated with
sudden unexpected death in epilepsy (SUDEP). They must be unobtrusive and automated …
sudden unexpected death in epilepsy (SUDEP). They must be unobtrusive and automated …
Intra-and inter-subject perspectives on the detection of focal onset motor seizures in epilepsy patients
S Böttcher, E Bruno, N Epitashvili, M Dümpelmann… - Sensors, 2022 - mdpi.com
Focal onset epileptic seizures are highly heterogeneous in their clinical manifestations, and
a robust seizure detection across patient cohorts has to date not been achieved. Here, we …
a robust seizure detection across patient cohorts has to date not been achieved. Here, we …
[HTML][HTML] Tonic-clonic seizure detection using accelerometry-based wearable sensors: a prospective, video-EEG controlled study
Purpose The aim of this prospective, video-electroencephalography (video-EEG) controlled
study was to evaluate the performance of an accelerometry-based wearable system to …
study was to evaluate the performance of an accelerometry-based wearable system to …
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 …
healthcare personnel working with patients with epilepsy, on the use of wearable devices for …
Seizure detection using wearable sensors and machine learning: Setting a benchmark
Objective Tracking seizures is crucial for epilepsy monitoring and treatment evaluation.
Current epilepsy care relies on caretaker seizure diaries, but clinical seizure monitoring may …
Current epilepsy care relies on caretaker seizure diaries, but clinical seizure monitoring may …
User‐based evaluation of applicability and usability of a wearable accelerometer device for detecting bilateral tonic–clonic seizures: a field study
P Meritam, P Ryvlin, S Beniczky - Epilepsia, 2018 - Wiley Online Library
Clinical validation studies of seizure detection devices conducted in epilepsy monitoring
units (EMUs) can be biased by the artificial environment. We report a field (phase 4) study of …
units (EMUs) can be biased by the artificial environment. We report a field (phase 4) study of …
[HTML][HTML] Non-electroencephalogram-based seizure detection devices: State of the art and future perspectives
PM Larsen, S Beniczky - Epilepsy & Behavior, 2023 - Elsevier
Introduction and purpose The continuously expanding research and development of
wearable devices for automated seizure detection in epilepsy uses mostly non-invasive …
wearable devices for automated seizure detection in epilepsy uses mostly non-invasive …
Artificial intelligence‐enhanced epileptic seizure detection by wearables
Objective Wrist‐or ankle‐worn devices are less intrusive than the widely used
electroencephalographic (EEG) systems for monitoring epileptic seizures. Using custom …
electroencephalographic (EEG) systems for monitoring epileptic seizures. Using custom …