Cargando…
An Ultra-Low Power Smart Headband for Real-Time Epileptic Seizure Detection
In this paper, the design of a smart headband for epileptic seizure detection is presented. The proposed headband consists of four key components: 1) an analog front-end circuitry; 2) an epileptic seizure detection tag (ESDT); 3) a Bluetooth low-power chip; and 4) customized electrodes. All the abov...
Formato: | Online Artículo Texto |
---|---|
Lenguaje: | English |
Publicado: |
IEEE
2018
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6147694/ https://www.ncbi.nlm.nih.gov/pubmed/30245945 http://dx.doi.org/10.1109/JTEHM.2018.2861882 |
_version_ | 1783356606256250880 |
---|---|
collection | PubMed |
description | In this paper, the design of a smart headband for epileptic seizure detection is presented. The proposed headband consists of four key components: 1) an analog front-end circuitry; 2) an epileptic seizure detection tag (ESDT); 3) a Bluetooth low-power chip; and 4) customized electrodes. All the above components are integrated into a fabric headband with only 50.3 g. The smart headband system dissipates 55.89 mW. The epileptic seizure detection algorithm inside ESDT is validated by using Boston Children’s Hospital’s CHB-MIT scalp EEG clinical database with the detection rate of 92.68% and the false alarm of 0.527/h. We develop a service APP connected to the cloud so that the patients’ health condition can be recorded and then referenced by doctors for further diagnosis or research. |
format | Online Article Text |
id | pubmed-6147694 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | IEEE |
record_format | MEDLINE/PubMed |
spelling | pubmed-61476942018-09-21 An Ultra-Low Power Smart Headband for Real-Time Epileptic Seizure Detection IEEE J Transl Eng Health Med Article In this paper, the design of a smart headband for epileptic seizure detection is presented. The proposed headband consists of four key components: 1) an analog front-end circuitry; 2) an epileptic seizure detection tag (ESDT); 3) a Bluetooth low-power chip; and 4) customized electrodes. All the above components are integrated into a fabric headband with only 50.3 g. The smart headband system dissipates 55.89 mW. The epileptic seizure detection algorithm inside ESDT is validated by using Boston Children’s Hospital’s CHB-MIT scalp EEG clinical database with the detection rate of 92.68% and the false alarm of 0.527/h. We develop a service APP connected to the cloud so that the patients’ health condition can be recorded and then referenced by doctors for further diagnosis or research. IEEE 2018-08-17 /pmc/articles/PMC6147694/ /pubmed/30245945 http://dx.doi.org/10.1109/JTEHM.2018.2861882 Text en 2168-2372 © 2018 IEEE. Translations and content mining are permitted for academic research only. Personal use is also permitted, but republication/redistribution requires IEEE permission. See http://www.ieee.org/publications_standards/publications/rights/index.html for more information. |
spellingShingle | Article An Ultra-Low Power Smart Headband for Real-Time Epileptic Seizure Detection |
title | An Ultra-Low Power Smart Headband for Real-Time Epileptic Seizure Detection |
title_full | An Ultra-Low Power Smart Headband for Real-Time Epileptic Seizure Detection |
title_fullStr | An Ultra-Low Power Smart Headband for Real-Time Epileptic Seizure Detection |
title_full_unstemmed | An Ultra-Low Power Smart Headband for Real-Time Epileptic Seizure Detection |
title_short | An Ultra-Low Power Smart Headband for Real-Time Epileptic Seizure Detection |
title_sort | ultra-low power smart headband for real-time epileptic seizure detection |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6147694/ https://www.ncbi.nlm.nih.gov/pubmed/30245945 http://dx.doi.org/10.1109/JTEHM.2018.2861882 |
work_keys_str_mv | AT anultralowpowersmartheadbandforrealtimeepilepticseizuredetection AT anultralowpowersmartheadbandforrealtimeepilepticseizuredetection AT anultralowpowersmartheadbandforrealtimeepilepticseizuredetection AT anultralowpowersmartheadbandforrealtimeepilepticseizuredetection AT anultralowpowersmartheadbandforrealtimeepilepticseizuredetection AT ultralowpowersmartheadbandforrealtimeepilepticseizuredetection AT ultralowpowersmartheadbandforrealtimeepilepticseizuredetection AT ultralowpowersmartheadbandforrealtimeepilepticseizuredetection AT ultralowpowersmartheadbandforrealtimeepilepticseizuredetection AT ultralowpowersmartheadbandforrealtimeepilepticseizuredetection |