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

J Jeppesen, A Fuglsang‐Frederiksen, P Johansen… - …, 2019 - Wiley Online Library
… In this phase 2 clinical validation study of automated seizure detection using a wearable
ECG device, we determined the feasibility and accuracy of 26 HRV-based seizure-detection

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
ECG devices are used for seizure detection. These studies focused on nocturnal epileptic
seizures … that compares the seizure detection performance of a wearable ECG device with the …

Automated seizure detection using EKG

I Osorio - International journal of neural systems, 2014 - World Scientific
Electrocardiographic (EKG)-based seizure onset detection preceded clinical onset by 0.8 s
… Automated EKGbased seizure detection is feasible and has potential clinical utility given its …

Commercially available seizure detection devices: A systematic review

J Shum, D Friedman - Journal of the Neurological Sciences, 2021 - Elsevier
… commercially available seizure detection devices. To identify seizure detection devices we
… 2nd International Congress on Mobile Devices and Seizure Detection in Epilepsy 2019, and …

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
ECG-based seizure detection algorithm. Second, we propose a multimodal algorithm that
combines this ECG… added value of ECG in comparison with seizure detection using only behind…

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

J Jeppesen, J Christensen, P Johansen… - Seizure: European …, 2023 - Elsevier
… algorithm developed specifically for the ePatch were used to compute the R-peak detection
of the ECG [17]. The HRV analysis was done using the seizure detection programs created …

Seizure detection: do current devices work? And when can they be useful?

X Zhao, SD Lhatoo - Current neurology and neuroscience reports, 2018 - Springer
… Up to 30% of 451 children with absence seizures had seizures detected on 1-h EEG …
This review evaluates seizure detection devices and their effectiveness for different seizure

Seizure detection using heart rate variability: a prospective validation study

J Jeppesen, A Fuglsang‐Frederiksen, P Johansen… - …, 2020 - Wiley Online Library
… Nevertheless, the results are extremely promising, encouraging further, large-scale multicenter
validation studies on real-time detection of seizures using the wearable ECG device and …

[HTML][HTML] Automated seizure detection systems and their effectiveness for each type of seizure

A Ulate-Campos, F Coughlin, M Gaínza-Lein… - Seizure, 2016 - Elsevier
… These could be detected by electrocardiogram (EKG), sweating by EDA, temperature by
a wristband and changes in respiratory rate with a thoracic band. Generalized tonic-clonic …

Automated detection of focal seizures using subcutaneously implanted electrocardiographic device: a proof‐of‐concept study

J Jeppesen, J Christensen, H Mølgaard, S Beniczky - Epilepsia, 2023 - Wiley Online Library
… Phase 2 studies showed that focal seizures could be detected … , wearable surface
electrocardiographic (ECG) devices use … We report the first study of automated seizure detection