On the Effect of Vibrotactile Stimulation in Essential Tremor

被引:0
|
作者
Cabral, Ariana Moura [1 ]
Lora-Millan, Julio Salvador [2 ]
Pereira, Adriano Alves [1 ]
Rocon, Eduardo [3 ]
Andrade, Adriano de Oliveira [1 ]
机构
[1] Univ Fed Uberlandia, Fac Elect Engn, Ctr Innovat & Technol Assessment Hlth, Postgrad Program Elect & Biomed Engn, BR-38400902 Uberlandia, Brazil
[2] Rey Juan Carlos Univ, Elect Technol Dept, Madrid 28922, Spain
[3] CSIC UPM, Ctr Automat & Robot CAR, BioRobot Grp, Madrid 28500, Spain
关键词
essential tremor; vibrotactile stimulation; gyroscope; wavelet; approximate entropy; frequency analysis;
D O I
10.3390/healthcare12040448
中图分类号
R19 [保健组织与事业(卫生事业管理)];
学科分类号
摘要
(1) Background: Vibrotactile stimulation has been studied for tremor, but there is little evidence for Essential Tremor (ET). (2) Methods: This research employed a dataset from a previous study, with data collected from 18 individuals subjected to four vibratory stimuli. To characterise tremor changes before, during, and after stimuli, time and frequency domain features were estimated from the signals. Correlation and regression analyses verified the relationship between features and clinical tremor scores. (3) Results: Individuals responded differently to vibrotactile stimulation. The 250 Hz stimulus was the only one that reduced tremor amplitude after stimulation. Compared to the baseline, the 250 Hz and random frequency stimulation reduced tremor peak power. The clinical scores and amplitude-based features were highly correlated, yielding accurate regression models (mean squared error of 0.09). (4) Conclusions: The stimulation frequency of 250 Hz has the greatest potential to reduce tremors in ET. The accurate regression model and high correlation between estimated features and clinical scales suggest that prediction models can automatically evaluate and control stimulus-induced tremor. A limitation of this research is the relatively reduced sample size.
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页数:35
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