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Quantification of Head Tremors in Medical Conditions: A Comparison of Analyses Using a 2D Video Camera and a 3D Wireless Inertial Motion Unit
This study compares two methods to quantify the amplitude and frequency of head movements in patients with head tremor: one based on video-based motion analysis, and the other using a miniature wireless inertial magnetic motion unit (IMMU). Concomitant with the clinical assessment of head tremor sev...
Autores principales: | , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8955151/ https://www.ncbi.nlm.nih.gov/pubmed/35336555 http://dx.doi.org/10.3390/s22062385 |
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author | Amarantini, David Rieu, Isabelle Castelnovo, Giovanni Fluchère, Frédérique Laurencin, Chloé Degos, Bertrand Poujois, Aurélia Kreisler, Alexandre Sangla, Sophie Tir, Mélissa Benatru, Isabelle Blanchet-Fourcade, Geneviève Guehl, Dominique Gayraud, Dominique Tatu, Laurent Tranchant, Christine Durif, Franck Simonetta-Moreau, Marion |
author_facet | Amarantini, David Rieu, Isabelle Castelnovo, Giovanni Fluchère, Frédérique Laurencin, Chloé Degos, Bertrand Poujois, Aurélia Kreisler, Alexandre Sangla, Sophie Tir, Mélissa Benatru, Isabelle Blanchet-Fourcade, Geneviève Guehl, Dominique Gayraud, Dominique Tatu, Laurent Tranchant, Christine Durif, Franck Simonetta-Moreau, Marion |
author_sort | Amarantini, David |
collection | PubMed |
description | This study compares two methods to quantify the amplitude and frequency of head movements in patients with head tremor: one based on video-based motion analysis, and the other using a miniature wireless inertial magnetic motion unit (IMMU). Concomitant with the clinical assessment of head tremor severity, head linear displacements in the frontal plane and head angular displacements in three dimensions were obtained simultaneously in forty-nine patients using one video camera and an IMMU in three experimental conditions while sitting (at rest, counting backward, and with arms extended). Head tremor amplitude was quantified along/around each axis, and head tremor frequency was analyzed in the frequency and time-frequency domains. Correlation analysis investigated the association between the clinical severity of head tremor and head linear and angular displacements. Our results showed better sensitivity of the IMMU compared to a 2D video camera to detect changes of tremor amplitude according to examination conditions, and better agreement with clinical measures. The frequency of head tremor calculated from video data in the frequency domain was higher than that obtained using time-frequency analysis and those calculated from the IMMU data. This study provides strong experimental evidence in favor of using an IMMU to quantify the amplitude and time-frequency oscillatory features of head tremor, especially in medical conditions. |
format | Online Article Text |
id | pubmed-8955151 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-89551512022-03-26 Quantification of Head Tremors in Medical Conditions: A Comparison of Analyses Using a 2D Video Camera and a 3D Wireless Inertial Motion Unit Amarantini, David Rieu, Isabelle Castelnovo, Giovanni Fluchère, Frédérique Laurencin, Chloé Degos, Bertrand Poujois, Aurélia Kreisler, Alexandre Sangla, Sophie Tir, Mélissa Benatru, Isabelle Blanchet-Fourcade, Geneviève Guehl, Dominique Gayraud, Dominique Tatu, Laurent Tranchant, Christine Durif, Franck Simonetta-Moreau, Marion Sensors (Basel) Article This study compares two methods to quantify the amplitude and frequency of head movements in patients with head tremor: one based on video-based motion analysis, and the other using a miniature wireless inertial magnetic motion unit (IMMU). Concomitant with the clinical assessment of head tremor severity, head linear displacements in the frontal plane and head angular displacements in three dimensions were obtained simultaneously in forty-nine patients using one video camera and an IMMU in three experimental conditions while sitting (at rest, counting backward, and with arms extended). Head tremor amplitude was quantified along/around each axis, and head tremor frequency was analyzed in the frequency and time-frequency domains. Correlation analysis investigated the association between the clinical severity of head tremor and head linear and angular displacements. Our results showed better sensitivity of the IMMU compared to a 2D video camera to detect changes of tremor amplitude according to examination conditions, and better agreement with clinical measures. The frequency of head tremor calculated from video data in the frequency domain was higher than that obtained using time-frequency analysis and those calculated from the IMMU data. This study provides strong experimental evidence in favor of using an IMMU to quantify the amplitude and time-frequency oscillatory features of head tremor, especially in medical conditions. MDPI 2022-03-19 /pmc/articles/PMC8955151/ /pubmed/35336555 http://dx.doi.org/10.3390/s22062385 Text en © 2022 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Amarantini, David Rieu, Isabelle Castelnovo, Giovanni Fluchère, Frédérique Laurencin, Chloé Degos, Bertrand Poujois, Aurélia Kreisler, Alexandre Sangla, Sophie Tir, Mélissa Benatru, Isabelle Blanchet-Fourcade, Geneviève Guehl, Dominique Gayraud, Dominique Tatu, Laurent Tranchant, Christine Durif, Franck Simonetta-Moreau, Marion Quantification of Head Tremors in Medical Conditions: A Comparison of Analyses Using a 2D Video Camera and a 3D Wireless Inertial Motion Unit |
title | Quantification of Head Tremors in Medical Conditions: A Comparison of Analyses Using a 2D Video Camera and a 3D Wireless Inertial Motion Unit |
title_full | Quantification of Head Tremors in Medical Conditions: A Comparison of Analyses Using a 2D Video Camera and a 3D Wireless Inertial Motion Unit |
title_fullStr | Quantification of Head Tremors in Medical Conditions: A Comparison of Analyses Using a 2D Video Camera and a 3D Wireless Inertial Motion Unit |
title_full_unstemmed | Quantification of Head Tremors in Medical Conditions: A Comparison of Analyses Using a 2D Video Camera and a 3D Wireless Inertial Motion Unit |
title_short | Quantification of Head Tremors in Medical Conditions: A Comparison of Analyses Using a 2D Video Camera and a 3D Wireless Inertial Motion Unit |
title_sort | quantification of head tremors in medical conditions: a comparison of analyses using a 2d video camera and a 3d wireless inertial motion unit |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8955151/ https://www.ncbi.nlm.nih.gov/pubmed/35336555 http://dx.doi.org/10.3390/s22062385 |
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