Literature DB >> 19081159

Automated tremor amplitude and frequency determination from power spectra.

Andrej Bartolić1, Mihovil Santić, Samo Ribaric.   

Abstract

Analysis of tremor amplitude and frequency is often done in frequency domain from tremor power spectra. Several methods for tremor amplitude estimation from power spectra were described but have not been systematically compared and evaluated. In addition, current methods for tremor amplitude estimation from power spectra do not correct tremor amplitude when power spectra of adjacent peaks overlap and this could contribute to an overestimation of tremor amplitude. We developed a computer application for automated analysis of tremor power spectra that corrects tremor amplitude, when power spectra of adjacent peaks overlap, with a Gauss curve fitting method. The accuracy of previously described methods and new methods for tremor amplitude estimation from power spectra was evaluated by 78 simulated power spectra and 900 tremor power spectra records of 25 patients with Parkinson's disease. Thus the influence of peak amplitude, number of peaks and degree of peak overlapping on tremor amplitude estimation could be systematically evaluated and compared. We conclude that the Gauss curve fitting method (Gauss 1) enables a more accurate estimation of tremor amplitude than previously described methods.

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Year:  2008        PMID: 19081159     DOI: 10.1016/j.cmpb.2008.10.007

Source DB:  PubMed          Journal:  Comput Methods Programs Biomed        ISSN: 0169-2607            Impact factor:   5.428


  2 in total

1.  Quantifying Tremor in Essential Tremor Using Inertial Sensors-Validation of an Algorithm.

Authors:  Patrick Mcgurrin; James Mcnames; Tianxia Wu; Mark Hallett; Dietrich Haubenberger
Journal:  IEEE J Transl Eng Health Med       Date:  2020-10-21       Impact factor: 3.316

2.  Dynamic variability of isometric action tremor in precision pinching.

Authors:  Tim Eakin; Waneen Spirduso; Karen L Francis
Journal:  Comput Math Methods Med       Date:  2012-10-02       Impact factor: 2.238

  2 in total

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