A closed-loop brain computer interface for real-time seizure detection and control
- PMID: 21096670
- DOI: 10.1109/IEMBS.2010.5627243
A closed-loop brain computer interface for real-time seizure detection and control
Abstract
The worldwide prevalence of epilepsy is approximately 1%, and 25% of epilepsy patients cannot be treated sufficiently by available therapies. Brain stimulation with closed-loop seizure control has recently been proposed as an innovative and effective alternative. In this paper, a portable closed-loop brain computer interface for seizure control was developed and shown with several aspects of advantages, including high seizure detection rate (92-99% during wake-sleep states), low false detection rate (1.2-2.5%), and small size. The seizure detection and electrical stimulation latency was not greater than 0.6 s after seizure onset. A wireless communication feature also provided flexibility for subjects freeing from the hassle of wires. Experimental data from freely moving rats supported the functional possibility of a real-time closed-loop seizure controller.
Similar articles
-
Early seizure detection for closed loop direct neurostimulation devices in epilepsy.J Neural Eng. 2019 Aug;16(4):041001. doi: 10.1088/1741-2552/ab094a. Epub 2019 Feb 21. J Neural Eng. 2019. PMID: 30790780 Review.
-
Seizure Suppression Efficacy of Closed-Loop Versus Open-Loop Deep Brain Stimulation in a Rodent Model of Epilepsy.IEEE Trans Neural Syst Rehabil Eng. 2016 Jun;24(6):710-9. doi: 10.1109/TNSRE.2015.2498973. Epub 2015 Nov 10. IEEE Trans Neural Syst Rehabil Eng. 2016. PMID: 26571534
-
Closed loop deep brain stimulation: an evolving technology.Australas Phys Eng Sci Med. 2014 Dec;37(4):619-34. doi: 10.1007/s13246-014-0297-2. Epub 2014 Sep 7. Australas Phys Eng Sci Med. 2014. PMID: 25195055 Review.
-
Toward a noninvasive automatic seizure control system in rats with transcranial focal stimulations via tripolar concentric ring electrodes.IEEE Trans Neural Syst Rehabil Eng. 2012 Jul;20(4):422-31. doi: 10.1109/TNSRE.2012.2197865. IEEE Trans Neural Syst Rehabil Eng. 2012. PMID: 22772373 Free PMC article.
-
Design and validation of a fully implantable, chronic, closed-loop neuromodulation device with concurrent sensing and stimulation.IEEE Trans Neural Syst Rehabil Eng. 2012 Jul;20(4):410-21. doi: 10.1109/TNSRE.2012.2183617. Epub 2012 Jan 23. IEEE Trans Neural Syst Rehabil Eng. 2012. PMID: 22275720
Cited by
-
On closed-loop brain stimulation systems for improving the quality of life of patients with neurological disorders.Front Hum Neurosci. 2023 Mar 23;17:1085173. doi: 10.3389/fnhum.2023.1085173. eCollection 2023. Front Hum Neurosci. 2023. PMID: 37033911 Free PMC article. Review.
-
SimBSI: An open-source Simulink library for developing closed-loop brain signal interfaces in animals and humans.Biomed Phys Eng Express. 2020 Apr 15;6(3):035023. doi: 10.1088/2057-1976/ab6e20. Biomed Phys Eng Express. 2020. PMID: 33438668 Free PMC article.
-
Clinically indicated electrical stimulation strategies to treat patients with medically refractory epilepsy.Epilepsia Open. 2018 Nov 16;3(Suppl Suppl 2):198-209. doi: 10.1002/epi4.12276. eCollection 2018 Dec. Epilepsia Open. 2018. PMID: 30564779 Free PMC article.
-
Standards for data acquisition and software-based analysis of in vivo electroencephalography recordings from animals. A TASK1-WG5 report of the AES/ILAE Translational Task Force of the ILAE.Epilepsia. 2017 Nov;58 Suppl 4(Suppl 4):53-67. doi: 10.1111/epi.13909. Epilepsia. 2017. PMID: 29105070 Free PMC article. Review.
-
Optimal control based seizure abatement using patient derived connectivity.Front Neurosci. 2015 Jun 3;9:202. doi: 10.3389/fnins.2015.00202. eCollection 2015. Front Neurosci. 2015. PMID: 26089775 Free PMC article.
Publication types
MeSH terms
LinkOut - more resources
Medical