[HTML][HTML] Automated epileptic seizure detection based on wearable ECG and PPG in a hospital environment

K Vandecasteele, T De Cooman, Y Gu, E Cleeren… - Sensors, 2017 - mdpi.com
Electrocardiography has added value to automatically detect seizures in temporal lobe
epilepsy (TLE) patients. The wired hospital system is not suited for a long-term seizure …

[HTML][HTML] Personalized seizure detection using logistic regression machine learning based on wearable ECG-monitoring device.

J Jeppesen, J Christensen, P Johansen, S Beniczky - Seizure, 2023 - Elsevier
Purpose Wearable automated detection devices of focal epileptic seizures are needed to
alert patients and caregivers and to optimize the medical treatment. Heart rate variability …

Seizure detection based on heart rate variability using a wearable electrocardiography device

J Jeppesen, A Fuglsang‐Frederiksen, P Johansen… - …, 2019 - Wiley Online Library
Objective To assess the feasibility and accuracy of seizure detection based on heart rate
variability (HRV) using a wearable electrocardiography (ECG) device. Noninvasive devices …

The power of ECG in multimodal patient‐specific seizure monitoring: added value to an EEG‐based detector using limited channels

K Vandecasteele, T De Cooman, C Chatzichristos… - …, 2021 - Wiley Online Library
Objective Wearable seizure detection devices could provide more reliable seizure
documentation outside the hospital compared to seizure self‐reporting by patients, which 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 …

[HTML][HTML] Comparison between scalp EEG and behind-the-ear EEG for development of a wearable seizure detection system for patients with focal epilepsy

Y Gu, E Cleeren, J Dan, K Claes, W Van Paesschen… - Sensors, 2017 - mdpi.com
A wearable electroencephalogram (EEG) device for continuous monitoring of patients
suffering from epilepsy would provide valuable information for the management of the …

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 …

[HTML][HTML] Wearable epileptic seizure prediction system with machine-learning-based anomaly detection of heart rate variability

T Yamakawa, M Miyajima, K Fujiwara, M Kano… - Sensors, 2020 - mdpi.com
A warning prior to seizure onset can help improve the quality of life for epilepsy patients. The
feasibility of a wearable system for predicting epileptic seizures using anomaly detection …

e-glass: A wearable system for real-time detection of epileptic seizures

D Sopic, A Aminifar, D Atienza - 2018 IEEE International …, 2018 - ieeexplore.ieee.org
Today, epilepsy is one of the most common chronic diseases affecting more than 65 million
people worldwide and is ranked number four after migraine, Alzheimer's disease, and …