A closed-loop brain computer interface for real-time seizure detection and control

研究成果: Conference contribution

21 引文 斯高帕斯(Scopus)

摘要

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 (92-499% 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.

原文English
主出版物標題2010 Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC'10
頁面4950-4953
頁數4
DOIs
出版狀態Published - 2010 十二月 1
事件2010 32nd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC'10 - Buenos Aires, Argentina
持續時間: 2010 八月 312010 九月 4

出版系列

名字2010 Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC'10

Other

Other2010 32nd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC'10
國家Argentina
城市Buenos Aires
期間10-08-3110-09-04

All Science Journal Classification (ASJC) codes

  • Biomedical Engineering
  • Computer Vision and Pattern Recognition
  • Signal Processing
  • Health Informatics

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  • 引用此

    Liang, S. F., Shaw, F. Z., Young, C. P., Chang, D. W., & Liao, Y. C. (2010). A closed-loop brain computer interface for real-time seizure detection and control. 於 2010 Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC'10 (頁 4950-4953). [5627243] (2010 Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC'10). https://doi.org/10.1109/IEMBS.2010.5627243