Medical Engineering & Physics
Volume 30, Issue 1 , Pages 75-83 , January 2008

Detection of tremor bursts by a running second order moment function and analysis using interburst histograms

  • Henricus Louis Journée

      Affiliations

    • Department of Neurosurgery, University Medical Center Groningen, University of Groningen, P.O. Box 30.001, 9700RB Groningen, The Netherlands
    • Corresponding Author InformationCorresponding author. Tel.: +31 50 361 3968; fax: +31 50 361 1715.
  • ,
  • Alida Annechien Postma

      Affiliations

    • Department of Radiology, University Hospital Maastricht, University of Maastricht, The Netherlands
  • ,
  • Mingui Sun

      Affiliations

    • Department of Computational Neuroscience and Neurological Surgery, University of Pittsburgh, USA
  • ,
  • Michiel J. Staal

      Affiliations

    • Department of Neurosurgery, University Medical Center Groningen, University of Groningen, P.O. Box 30.001, 9700RB Groningen, The Netherlands

Received 31 January 2006 ,Revised 7 December 2006 ,Accepted 15 December 2006.

References 

  1. Lauk M, Timmer J, Guschlbauer B, Hellwig B, Lucking CH. Variability of frequency and phase between antagonistic muscle pairs in pathological human tremors. Muscle Nerve. 2001;24:1365–1370
  2. Carboncini MC, Manzoni D, Strambi S, Bonuccelli U, Pavese N, Andre P, et al. The relation between EMG activity and kinematic parameters strongly supports a role of the action tremor in parkinsonian bradykinesia. Mov Disord. 2001;16:47–57
  3. Journee HL, van-Manen J, van-der-Meer JJ. Demodulation of e.m.g.s of pathological tremours. Development and testing of a demodulator for clinical use. Med Biol Eng Comput. 1983;21:172–175
  4. Salazar G, Valls-Sole J, Marti MJ, Chang H, Tolosa ES. Postural and action myoclonus in patients with parkinsonian type multiple system atrophy. Mov Disord. 2000;15:77–83
  5. Raethjen J, Lauk M, Koster B, Fietzek U, Friege L, Timmer J, et al. Tremor analysis in two normal cohorts. Clin Neurophysiol. 2004;115:2151–2156
  6. Timmer J, Lauk M, Haussler S, Radt V. Cross-spectral analysis of tremor time series. Int J Bifuration Chaos. 2000;10:2595–2610
  7. Norman KE, Edwards R, Beuter A. The measurement of tremor using a velocity transducer: comparison to simultaneous recordings using transducers of displacement, acceleration and muscle activity. J Neurosci Methods. 1999;92:41–54
  8. Liu XG, Aziz TZ, Bain PG. Intraoperative monitoring of motor symptoms using surface electromyography during stereotactic surgery for movement disorders. J Clin Neurophysiol. 2005;22:183–191
  9. Journee HL. Demodulation of amplitude modulated noise: a mathematical evaluation of a demodulator for pathological tremor EMG's. IEEE Trans Biomed Eng. 1983;30:304–308
  10. Winter DA. Pathologic gait diagnosis with computer-averaged electromyographic profiles. Arch Phys Med Rehabil. 1984;65:393–398
  11. Journee HL, Postma AA, Staal MJ, Rutgers AW, Haaxma R. Peri-operative assessment of rigidity in patients by means of EMG and time variant filtering analysis. Acta Neurochir. 1998;140:846
  12. Wang SY, Liu X, Yianni J, Aziz TZ, Stein JF. Extracting burst and tonic components from surface electromyograms in dystonia using adaptive wavelet shrinkage. J Neurosci Methods. 2004;139:177–184
  13. Donoho DL. De-noising by soft thresholding. IEEE Trans IT. 1995;41:613–627
  14. Legendy CR, Salcman M. Bursts and recurrences of bursts in the spike trains of spontaneously active striate cortex neurons. J Neurophysiol. 1985;53:926–939
  15. Bonato P, D’Alessio T, Knaflitz M. A statistical method for the measurement of muscle activation intervals from surface myoelectric signal during gait. IEEE Trans Biomed Eng. 1998;45:287–299
  16. Bendat JS, Piersol AG. Random data: analysis and measurement procedures. John Wiley & Sons, Inc.; 2000;
  17. Journee HL, van-Manen J. Automatic method to detect and determine the preferential frequency of EMG signals from patients with pathological tremours. Med Biol Eng Comput. 1984;22:322–325
  18. Findley LJ, Gresty MA. Tremor. In:  Harrison MGJ editors. Contemporary neurology. London: Butterworths; 1984;p. 168–182
  19. Lance JW, Schwab RS, Peterson EA. Action tremor and the cogwheel phenomenon in Parkison's disease. Brain. 1963;86:95–110
  20. Sun M, Li LN, Sekhar LN, Sclabassi RJ. A Wigner frequency analyzer for nonstationary signals. IEEE Trans Instrum Meas. 1989;IM-38:961–966
  21. Cohen L. Time-frequency analysis. New Jersey: Prentice-Hall; 1995;
  22. Findley LJ, Gresty MA, Halmagyi GM. Tremor, the cogwheel phenomenon and clonus in Parkinsons disease. J Neurol Neurosurg Psychiatry. 1981;44:534–546
  23. Findley LJ, Koller WC. Handbook of tremor disorders. New York: Marcel Dekker Inc.; 1995;

PII: S1350-4533(07)00002-1

doi: 10.1016/j.medengphy.2006.12.005

Medical Engineering & Physics
Volume 30, Issue 1 , Pages 75-83 , January 2008