Cargando…

Reliability and Discriminative Validity of Wearable Sensors for the Quantification of Upper Limb Movement Disorders in Individuals with Dyskinetic Cerebral Palsy

Background—Movement patterns in dyskinetic cerebral palsy (DCP) are characterized by abnormal postures and involuntary movements. Current evaluation tools in DCP are subjective and time-consuming. Sensors could yield objective information on pathological patterns in DCP, but their reliability has no...

Descripción completa

Detalles Bibliográficos
Autores principales: Vanmechelen, Inti, Bekteshi, Saranda, Haberfehlner, Helga, Feys, Hilde, Desloovere, Kaat, Aerts, Jean-Marie, Monbaliu, Elegast
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9921560/
https://www.ncbi.nlm.nih.gov/pubmed/36772614
http://dx.doi.org/10.3390/s23031574
_version_ 1784887341325746176
author Vanmechelen, Inti
Bekteshi, Saranda
Haberfehlner, Helga
Feys, Hilde
Desloovere, Kaat
Aerts, Jean-Marie
Monbaliu, Elegast
author_facet Vanmechelen, Inti
Bekteshi, Saranda
Haberfehlner, Helga
Feys, Hilde
Desloovere, Kaat
Aerts, Jean-Marie
Monbaliu, Elegast
author_sort Vanmechelen, Inti
collection PubMed
description Background—Movement patterns in dyskinetic cerebral palsy (DCP) are characterized by abnormal postures and involuntary movements. Current evaluation tools in DCP are subjective and time-consuming. Sensors could yield objective information on pathological patterns in DCP, but their reliability has not yet been evaluated. The objectives of this study were to evaluate (i) reliability and (ii) discriminative ability of sensor parameters. Methods—Inertial measurement units were placed on the arm, forearm, and hand of individuals with and without DCP while performing reach-forward, reach-and-grasp-vertical, and reach-sideways tasks. Intra-class correlation coefficients (ICC) were calculated for reliability, and Mann–Whitney U-tests for between-group differences. Results—Twenty-two extremities of individuals with DCP (mean age 16.7 y) and twenty individuals without DCP (mean age 17.2 y) were evaluated. ICC values for all sensor parameters except jerk and sample entropy ranged from 0.50 to 0.98 during reach forwards/sideways and from 0.40 to 0.95 during reach-and-grasp vertical. Jerk and maximal acceleration/angular velocity were significantly higher for the DCP group in comparison with peers. Conclusions—This study was the first to assess the reliability of sensor parameters in individuals with DCP, reporting high between- and within-session reliability for the majority of the sensor parameters. These findings suggest that pathological movements of individuals with DCP can be reliably captured using a selection of sensor parameters.
format Online
Article
Text
id pubmed-9921560
institution National Center for Biotechnology Information
language English
publishDate 2023
publisher MDPI
record_format MEDLINE/PubMed
spelling pubmed-99215602023-02-12 Reliability and Discriminative Validity of Wearable Sensors for the Quantification of Upper Limb Movement Disorders in Individuals with Dyskinetic Cerebral Palsy Vanmechelen, Inti Bekteshi, Saranda Haberfehlner, Helga Feys, Hilde Desloovere, Kaat Aerts, Jean-Marie Monbaliu, Elegast Sensors (Basel) Article Background—Movement patterns in dyskinetic cerebral palsy (DCP) are characterized by abnormal postures and involuntary movements. Current evaluation tools in DCP are subjective and time-consuming. Sensors could yield objective information on pathological patterns in DCP, but their reliability has not yet been evaluated. The objectives of this study were to evaluate (i) reliability and (ii) discriminative ability of sensor parameters. Methods—Inertial measurement units were placed on the arm, forearm, and hand of individuals with and without DCP while performing reach-forward, reach-and-grasp-vertical, and reach-sideways tasks. Intra-class correlation coefficients (ICC) were calculated for reliability, and Mann–Whitney U-tests for between-group differences. Results—Twenty-two extremities of individuals with DCP (mean age 16.7 y) and twenty individuals without DCP (mean age 17.2 y) were evaluated. ICC values for all sensor parameters except jerk and sample entropy ranged from 0.50 to 0.98 during reach forwards/sideways and from 0.40 to 0.95 during reach-and-grasp vertical. Jerk and maximal acceleration/angular velocity were significantly higher for the DCP group in comparison with peers. Conclusions—This study was the first to assess the reliability of sensor parameters in individuals with DCP, reporting high between- and within-session reliability for the majority of the sensor parameters. These findings suggest that pathological movements of individuals with DCP can be reliably captured using a selection of sensor parameters. MDPI 2023-02-01 /pmc/articles/PMC9921560/ /pubmed/36772614 http://dx.doi.org/10.3390/s23031574 Text en © 2023 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
Vanmechelen, Inti
Bekteshi, Saranda
Haberfehlner, Helga
Feys, Hilde
Desloovere, Kaat
Aerts, Jean-Marie
Monbaliu, Elegast
Reliability and Discriminative Validity of Wearable Sensors for the Quantification of Upper Limb Movement Disorders in Individuals with Dyskinetic Cerebral Palsy
title Reliability and Discriminative Validity of Wearable Sensors for the Quantification of Upper Limb Movement Disorders in Individuals with Dyskinetic Cerebral Palsy
title_full Reliability and Discriminative Validity of Wearable Sensors for the Quantification of Upper Limb Movement Disorders in Individuals with Dyskinetic Cerebral Palsy
title_fullStr Reliability and Discriminative Validity of Wearable Sensors for the Quantification of Upper Limb Movement Disorders in Individuals with Dyskinetic Cerebral Palsy
title_full_unstemmed Reliability and Discriminative Validity of Wearable Sensors for the Quantification of Upper Limb Movement Disorders in Individuals with Dyskinetic Cerebral Palsy
title_short Reliability and Discriminative Validity of Wearable Sensors for the Quantification of Upper Limb Movement Disorders in Individuals with Dyskinetic Cerebral Palsy
title_sort reliability and discriminative validity of wearable sensors for the quantification of upper limb movement disorders in individuals with dyskinetic cerebral palsy
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9921560/
https://www.ncbi.nlm.nih.gov/pubmed/36772614
http://dx.doi.org/10.3390/s23031574
work_keys_str_mv AT vanmecheleninti reliabilityanddiscriminativevalidityofwearablesensorsforthequantificationofupperlimbmovementdisordersinindividualswithdyskineticcerebralpalsy
AT bekteshisaranda reliabilityanddiscriminativevalidityofwearablesensorsforthequantificationofupperlimbmovementdisordersinindividualswithdyskineticcerebralpalsy
AT haberfehlnerhelga reliabilityanddiscriminativevalidityofwearablesensorsforthequantificationofupperlimbmovementdisordersinindividualswithdyskineticcerebralpalsy
AT feyshilde reliabilityanddiscriminativevalidityofwearablesensorsforthequantificationofupperlimbmovementdisordersinindividualswithdyskineticcerebralpalsy
AT deslooverekaat reliabilityanddiscriminativevalidityofwearablesensorsforthequantificationofupperlimbmovementdisordersinindividualswithdyskineticcerebralpalsy
AT aertsjeanmarie reliabilityanddiscriminativevalidityofwearablesensorsforthequantificationofupperlimbmovementdisordersinindividualswithdyskineticcerebralpalsy
AT monbaliuelegast reliabilityanddiscriminativevalidityofwearablesensorsforthequantificationofupperlimbmovementdisordersinindividualswithdyskineticcerebralpalsy