On the Effect of Vibrotactile Stimulation in Essential Tremor
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作者:
Cabral, Ariana Moura
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Univ Fed Uberlandia, Fac Elect Engn, Ctr Innovat & Technol Assessment Hlth, Postgrad Program Elect & Biomed Engn, BR-38400902 Uberlandia, BrazilUniv Fed Uberlandia, Fac Elect Engn, Ctr Innovat & Technol Assessment Hlth, Postgrad Program Elect & Biomed Engn, BR-38400902 Uberlandia, Brazil
Cabral, Ariana Moura
[1
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Lora-Millan, Julio Salvador
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Rey Juan Carlos Univ, Elect Technol Dept, Madrid 28922, SpainUniv Fed Uberlandia, Fac Elect Engn, Ctr Innovat & Technol Assessment Hlth, Postgrad Program Elect & Biomed Engn, BR-38400902 Uberlandia, Brazil
Lora-Millan, Julio Salvador
[2
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Pereira, Adriano Alves
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Univ Fed Uberlandia, Fac Elect Engn, Ctr Innovat & Technol Assessment Hlth, Postgrad Program Elect & Biomed Engn, BR-38400902 Uberlandia, BrazilUniv Fed Uberlandia, Fac Elect Engn, Ctr Innovat & Technol Assessment Hlth, Postgrad Program Elect & Biomed Engn, BR-38400902 Uberlandia, Brazil
Pereira, Adriano Alves
[1
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Rocon, Eduardo
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CSIC UPM, Ctr Automat & Robot CAR, BioRobot Grp, Madrid 28500, SpainUniv Fed Uberlandia, Fac Elect Engn, Ctr Innovat & Technol Assessment Hlth, Postgrad Program Elect & Biomed Engn, BR-38400902 Uberlandia, Brazil
Rocon, Eduardo
[3
]
Andrade, Adriano de Oliveira
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Univ Fed Uberlandia, Fac Elect Engn, Ctr Innovat & Technol Assessment Hlth, Postgrad Program Elect & Biomed Engn, BR-38400902 Uberlandia, BrazilUniv Fed Uberlandia, Fac Elect Engn, Ctr Innovat & Technol Assessment Hlth, Postgrad Program Elect & Biomed Engn, BR-38400902 Uberlandia, Brazil
Andrade, Adriano de Oliveira
[1
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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
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.
机构:
Univ Sao Paulo, Sch Med, Dept Neurol, Movement Disorders Ctr, Sao Paulo, BrazilUniv Sao Paulo, Sch Med, Dept Neurol, Movement Disorders Ctr, Sao Paulo, Brazil
Paraguay, Isabela Bruzzi
Franca, Carina
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Univ Sao Paulo, Sch Med, Dept Neurol, Movement Disorders Ctr, Sao Paulo, BrazilUniv Sao Paulo, Sch Med, Dept Neurol, Movement Disorders Ctr, Sao Paulo, Brazil
Franca, Carina
Duarte, Kleber Paiva
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Univ Sao Paulo, Sch Med, Dept Neurol, Funct Neurosurg Div, Sao Paulo, BrazilUniv Sao Paulo, Sch Med, Dept Neurol, Movement Disorders Ctr, Sao Paulo, Brazil
Duarte, Kleber Paiva
Diniz, Juliete Melo
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机构:
Univ Sao Paulo, Dept & Inst Psychiat, Lab Neurosci LIM 27, Serv Interdisciplinary Neuromodulat SIN, Sao Paulo, BrazilUniv Sao Paulo, Sch Med, Dept Neurol, Movement Disorders Ctr, Sao Paulo, Brazil
Diniz, Juliete Melo
Galhardoni, Ricardo
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h-index: 0
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Univ Sao Paulo, Dept & Inst Psychiat, Lab Neurosci LIM 27, Serv Interdisciplinary Neuromodulat SIN, Sao Paulo, BrazilUniv Sao Paulo, Sch Med, Dept Neurol, Movement Disorders Ctr, Sao Paulo, Brazil
Galhardoni, Ricardo
Silva, Valquiria
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Univ Sao Paulo, Dept & Inst Psychiat, Lab Neurosci LIM 27, Serv Interdisciplinary Neuromodulat SIN, Sao Paulo, BrazilUniv Sao Paulo, Sch Med, Dept Neurol, Movement Disorders Ctr, Sao Paulo, Brazil
Silva, Valquiria
Iglesio, Ricardo
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机构:
Univ Sao Paulo, Sch Med, Dept Neurol, Funct Neurosurg Div, Sao Paulo, BrazilUniv Sao Paulo, Sch Med, Dept Neurol, Movement Disorders Ctr, Sao Paulo, Brazil
Iglesio, Ricardo
Bissoli, Andre Bortolon
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Univ Sao Paulo, Sch Med, Dept Neurol, Funct Neurosurg Div, Sao Paulo, BrazilUniv Sao Paulo, Sch Med, Dept Neurol, Movement Disorders Ctr, Sao Paulo, Brazil
Bissoli, Andre Bortolon
Menezes, Janaina Reis
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Univ Sao Paulo, Sch Med, Dept Neurol, Movement Disorders Ctr, Sao Paulo, BrazilUniv Sao Paulo, Sch Med, Dept Neurol, Movement Disorders Ctr, Sao Paulo, Brazil
Menezes, Janaina Reis
Carra, Rafael Bernhart
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Univ Sao Paulo, Sch Med, Dept Neurol, Movement Disorders Ctr, Sao Paulo, BrazilUniv Sao Paulo, Sch Med, Dept Neurol, Movement Disorders Ctr, Sao Paulo, Brazil
Carra, Rafael Bernhart
Lepski, Guilherme
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机构:
Univ Sao Paulo, Sch Med, Dept Neurol, Funct Neurosurg Div, Sao Paulo, Brazil
Eberhard Karls Univ Tuebingen, Dept Neurosurg, Tubingen, GermanyUniv Sao Paulo, Sch Med, Dept Neurol, Movement Disorders Ctr, Sao Paulo, Brazil
Lepski, Guilherme
Barbosa, Egberto Reis
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机构:
Univ Sao Paulo, Sch Med, Dept Neurol, Movement Disorders Ctr, Sao Paulo, BrazilUniv Sao Paulo, Sch Med, Dept Neurol, Movement Disorders Ctr, Sao Paulo, Brazil
Barbosa, Egberto Reis
de Andrade, Daniel Ciampi
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机构:
Univ Sao Paulo, Dept & Inst Psychiat, Lab Neurosci LIM 27, Serv Interdisciplinary Neuromodulat SIN, Sao Paulo, BrazilUniv Sao Paulo, Sch Med, Dept Neurol, Movement Disorders Ctr, Sao Paulo, Brazil
de Andrade, Daniel Ciampi
Teixeira, Manoel Jacobsen
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机构:
Univ Sao Paulo, Sch Med, Dept Neurol, Funct Neurosurg Div, Sao Paulo, BrazilUniv Sao Paulo, Sch Med, Dept Neurol, Movement Disorders Ctr, Sao Paulo, Brazil
Teixeira, Manoel Jacobsen
Cury, Rubens Gisbert
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Univ Sao Paulo, Sch Med, Dept Neurol, Movement Disorders Ctr, Sao Paulo, BrazilUniv Sao Paulo, Sch Med, Dept Neurol, Movement Disorders Ctr, Sao Paulo, Brazil