[HTML][HTML] Advancements in Wearable Digital Health Technology: A Review of Epilepsy Management

A Ahuja, S Agrawal, S Acharya, N Batra, V Daiya - Cureus, 2024 - ncbi.nlm.nih.gov
This review explores recent advancements in wearable digital health technology specifically
designed to manage epilepsy. Epilepsy presents unique challenges in monitoring and …

A personalized earbud for non-invasive long-term EEG monitoring

M Zeydabadinezhad, J Jowers, D Buhl… - Journal of Neural …, 2024 - iopscience.iop.org
Objective. The primary objective of this study was to evaluate the reliability, comfort, and
performance of a custom-fit, non-invasive long-term electrophysiologic headphone, known …

Residual and bidirectional LSTM for epileptic seizure detection

W Zhao, WF Wang, LM Patnaik, BC Zhang… - Frontiers in …, 2024 - frontiersin.org
Electroencephalogram (EEG) plays a pivotal role in the detection and analysis of epileptic
seizures, which affects over 70 million people in the world. Nonetheless, the visual …

Detection of focal to bilateral tonic–clonic seizures using a connected shirt

O Gharbi, Y Lamrani, J St‐Jean, A Jahani, DH Toffa… - …, 2024 - Wiley Online Library
Objective This study was undertaken to develop and evaluate a machine learning‐based
algorithm for the detection of focal to bilateral tonic–clonic seizures (FBTCS) using a novel …

Reliable detection of generalized convulsive seizures using an off‐the‐shelf digital watch: A multisite phase 2 study

YS Vakilna, X Li, JS Hampson, Y Huang, JC Mosher… - …, 2024 - Wiley Online Library
Objective The aim of this study was to develop a machine learning algorithm using an off‐
the‐shelf digital watch, the Samsung watch (SM‐R800), and evaluate its effectiveness for …

Ultradian rhythms in accelerometric and autonomic data vary based on seizure occurrence in paediatric epilepsy patients

S Vieluf, S Cantley, V Krishnan… - Brain …, 2024 - academic.oup.com
Ultradian rhythms are physiological oscillations that resonate with period lengths shorter
than 24 hours. This study examined the expression of ultradian rhythms in patients with …

Delivering epilepsy care in low-resource settings: the role of technology

A Ali, D Dindoust, J Grant, D Clarke - Expert Review of Medical …, 2021 - Taylor & Francis
Introduction The implementation of technology in the field of epileptology has traditionally
focused on its use for diagnosis and treatment and has, unsurprisingly, been capital …

Recent Progress on Biosensors for the Early Detection of Neurological Disorders.

A Chougale, S Vedante, G Kulkarni… - …, 2022 - Wiley Online Library
Neurological disorders are a point of attraction these days due to their physical, mental, and
genetic threat to human beings. The researchers are refining the therapeutics and striving to …

Towards Automated Seizure Detection With Wearable EEG–Grand Challenge

M Bhagubai, L Swinnen, E Cleeren… - IEEE Open Journal …, 2024 - ieeexplore.ieee.org
The diagnosis of epilepsy can be confirmed in-hospital via video-electroencephalography
(vEEG). Currently, long-term monitoring is limited to self-reporting seizure occurrences by …

[HTML][HTML] Handling missing data in the time-series data from wearables

J Darji, N Biswas, LD Jones, S Ashili - Time Series Analysis …, 2023 - intechopen.com
Wearable technology is being used for tracking continuous events in various sectors of our
lives. Wearables contain different types of sensors which can acquire movement data, blood …