• DocumentCode
    2255686
  • Title

    Functional localization of the cortical motor area in the brain based on wavelet analysis of slow cortical potential

  • Author

    Tao Jiang ; Xiaoming Wu ; Shifu Zhang

  • Author_Institution
    Sch. of Biosci. & Bioeng., South China Univ. of Technol., Guangzhou, China
  • fYear
    2012
  • fDate
    5-7 Jan. 2012
  • Firstpage
    317
  • Lastpage
    320
  • Abstract
    The method for rapidly, precisely and non-invasively localizing functional regions of the brain is a problem in neuromedicine research. Cortical electrostimulation is the optimal localization method during brain surgery, with a degree of accuracy of approximately 5 mm. However, electrostimulation can damage the cerebral cortex, trigger epilepsy, cause missed detection, and extend the operation time. Studies are required to determine whether cortical motor regions can be localized by wavelet analysis from slow cortical potentials (SCP). In this study, based on wavelet analysis of SCP from electrocorticograms(ECoG), a selection of algorithms for classification of the SCP in the motor regions utilizing experimental data was verified. Results demonstrated a characteristic quantity of energy ratio in the reconstructed signal was filtered in the a8 (0~1.95 Hz) band prior to and following motion events. A characteristic threshold was considered to be 1.6. The accuracy of localization detection was 84%. The degree of accuracy was less than 5 mm. The present study avoided the problems of cerebral cortex injury and epilepsy onset, with an operation time of 60 seconds. Therefore, wavelet analysis on SCP is feasible for localizing cortical motor regions. Furthermore, this localization technique is accurate, safe and rapid.
  • Keywords
    bioelectric potentials; brain; diseases; filtering theory; medical signal detection; medical signal processing; neurophysiology; signal classification; signal reconstruction; surgery; wavelet transforms; ECoG; SCP classification; brain; brain surgery; cerebral cortex injury; characteristic threshold; cortical electrostimulation; cortical motor area functional region localization; electrocorticograms; epilepsy onset; frequency 0 Hz to 1.95 Hz; missed detection; neuromedicine research; operation time extension; reconstructed signal energy ratio; signal filtering; slow cortical potential; time 60 s; wavelet analysis; Classification algorithms; Indexes; USA Councils;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Biomedical and Health Informatics (BHI), 2012 IEEE-EMBS International Conference on
  • Conference_Location
    Hong Kong
  • Print_ISBN
    978-1-4577-2176-2
  • Electronic_ISBN
    978-1-4577-2175-5
  • Type

    conf

  • DOI
    10.1109/BHI.2012.6211576
  • Filename
    6211576