Real-time Personalized Monitoring of Neurological Disorders on Wearable Systems

R Zanetti - 2023 - infoscience.epfl.ch
… Then, I present two applications for e-Glass: 1) I tackle the problem of epilepsy detection
on … e-Glass development, I present the hardware and firmware solutions adopted in the e-Glass

Wearable Real-Time Epileptic Seizure Detection and Warning System

MEH Chowdhury, A Khandakar, K Alzoubi… - … -Aided Diagnosis for …, 2022 - Springer
… of a real-time wearable epileptic seizure detection and warning system to monitor 12 epilepsy
… possible to get the maximum benefit from such wearable systems. Furthermore, long-term …

Epilepsynet: Interpretable self-supervised seizure detection for low-power wearable systems

B Huang, R Zanetti, A Abtahi, D Atienza… - … Circuits and Systems …, 2023 - ieeexplore.ieee.org
… the e-Glass wearable system. Our experimental evaluation shows that the battery lifetime of
the e-Glass system running … Atienza, “e-glass: A wearable system for real-time detection of …

Robust epileptic seizure detection on wearable systems with reduced false-alarm rate

R Zanetti, A Aminifar, D Atienza - 2020 42nd annual …, 2020 - ieeexplore.ieee.org
wearable system including our proposed methodology and demonstrate the feasibility of
using it in real time … *This work has been partially supported by the e-Glass project (EPFL …

Many-to-one knowledge distillation of real-time epileptic seizure detection for low-power wearable internet of things systems

S Baghersalimi, A Amirshahi, F Forooghifar… - arXiv preprint arXiv …, 2022 - arxiv.org
… 1: Structure of our proposed knowledge distillation framework for IoT wearable systems.
Our … using e-Glass, an IoT wearable system based on these four EEG electrodes in a realtime

Wearable electroencephalography for ultra-long-term seizure monitoring: a systematic review and future prospects

JM Nielsen, D Rades, TW Kjaer - Expert Review of Medical Devices, 2021 - Taylor & Francis
… weaknesses of available seizure detection devices and their … of reliable real-time seizure
detection including medical … The seizure detection device in the e-Glass has been tested in a …

A Wearable System Design for Epileptic Seizure Detection

V Sangeetha, E Shanthini, N Sai Prasad… - … : Proceedings of ICSCN …, 2021 - Springer
… EEG electrodes for the detection and identification of epileptic seizures. Based on a warning
from e-glass wearable system, it is … 1.e-Glass: a wearable system for real-time detection of …

Using deep-learning to automatically detect epileptic seizure in a wearable device

LM De Albuquerque, ET da Silva - … On Computing Systems …, 2020 - ieeexplore.ieee.org
… , used convolutional neural networks (CNN) to detect epileptic seizures in EEG signals. In this
… Atienza, “e-glass: A wearable system for real-time detection of epileptic seizures,” in 2018 …

Decentralized federated learning for epileptic seizures detection in low-power wearable systems

S Baghersalimi, T Teijeiro, A Aminifar… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
… via e-Glass, a wearable system designed for real-timee-Glass is intended to be an unobtrusive
system that helps patients … the feasibility of epileptic seizure detection in real-time using …

M2SKD: Multi-to-Single Knowledge Distillation of Real-Time Epileptic Seizure Detection for Low-Power Wearable Systems

S Baghersalimi, A Amirshahi… - … Intelligent Systems …, 2024 - infoscience.epfl.ch
e-Glass wearable system for epileptic seizure detection [23]. … with e-Glass, a wearable system
tailored for real-time applications… e-Glass aims to offer a discreet solution, allowing users to …