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Novel Platform for Quantitative Assessment of Functional Object Interactions After Stroke
Many persons with stroke exhibit upper extremity motor impairments. These impairments often lead to dysfunction and affect performance in activities of daily living, where successful manipulation of objects is essential. Hence, understanding how upper extremity motor deficits manifest in functional...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10079607/ https://www.ncbi.nlm.nih.gov/pubmed/36455078 http://dx.doi.org/10.1109/TNSRE.2022.3226067 |
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author | Nayeem, Rashida Joon Sohn, Won DiCarlo, Julie A. Gochyyev, Perman Lin, David J. |
author_facet | Nayeem, Rashida Joon Sohn, Won DiCarlo, Julie A. Gochyyev, Perman Lin, David J. |
author_sort | Nayeem, Rashida |
collection | PubMed |
description | Many persons with stroke exhibit upper extremity motor impairments. These impairments often lead to dysfunction and affect performance in activities of daily living, where successful manipulation of objects is essential. Hence, understanding how upper extremity motor deficits manifest in functional interactions with objects is critical for rehabilitation. However, quantifying skill in these tasks has been a challenge. Traditional rehabilitation assessments require highly trained clinicians, are time-consuming, and yield subjective scores. This paper introduces a custom-designed device, the “MAGIC Table”, that can record real-time kinematics of persons with stroke during interaction with objects, specificallya ‘cup of coffee’. The task and its quantitative assessments were derived from previous basic-science studies. Six participants after stroke and six able-bodied participants moved a 3D-printed cup with a rolling ball inside, representing sloshing coffee, with 3 levels of difficulty. Movements were captured via a high-resolution camera above the table. Conventional kinematic metrics (movement time and smoothness) and novel kinematic metrics accountingfor object interaction(risk and predictability) evaluated performance. Expectedly, persons with stroke moved more slowly and less smoothly than able-bodied participants, in both simple reaches and during transport of the cup-and-ball system. However, the more sensitivemetric was mutual information, which captured the predictability of interactions, essential in cup transport as shown in previous theoretical research. Predictabilitysensitively measured differences in performance with increasing levels of difficulty. It also showed the best intraclass consistency, promising sensitive differentiation between different levels of impairment. This study highlights the feasibility of this new device and indicates that examining dynamic object interaction may provide valuable insights into upper extremity function after stroke useful for assessment and rehabilitation. |
format | Online Article Text |
id | pubmed-10079607 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
record_format | MEDLINE/PubMed |
spelling | pubmed-100796072023-04-07 Novel Platform for Quantitative Assessment of Functional Object Interactions After Stroke Nayeem, Rashida Joon Sohn, Won DiCarlo, Julie A. Gochyyev, Perman Lin, David J. IEEE Trans Neural Syst Rehabil Eng Article Many persons with stroke exhibit upper extremity motor impairments. These impairments often lead to dysfunction and affect performance in activities of daily living, where successful manipulation of objects is essential. Hence, understanding how upper extremity motor deficits manifest in functional interactions with objects is critical for rehabilitation. However, quantifying skill in these tasks has been a challenge. Traditional rehabilitation assessments require highly trained clinicians, are time-consuming, and yield subjective scores. This paper introduces a custom-designed device, the “MAGIC Table”, that can record real-time kinematics of persons with stroke during interaction with objects, specificallya ‘cup of coffee’. The task and its quantitative assessments were derived from previous basic-science studies. Six participants after stroke and six able-bodied participants moved a 3D-printed cup with a rolling ball inside, representing sloshing coffee, with 3 levels of difficulty. Movements were captured via a high-resolution camera above the table. Conventional kinematic metrics (movement time and smoothness) and novel kinematic metrics accountingfor object interaction(risk and predictability) evaluated performance. Expectedly, persons with stroke moved more slowly and less smoothly than able-bodied participants, in both simple reaches and during transport of the cup-and-ball system. However, the more sensitivemetric was mutual information, which captured the predictability of interactions, essential in cup transport as shown in previous theoretical research. Predictabilitysensitively measured differences in performance with increasing levels of difficulty. It also showed the best intraclass consistency, promising sensitive differentiation between different levels of impairment. This study highlights the feasibility of this new device and indicates that examining dynamic object interaction may provide valuable insights into upper extremity function after stroke useful for assessment and rehabilitation. 2023 2023-02-01 /pmc/articles/PMC10079607/ /pubmed/36455078 http://dx.doi.org/10.1109/TNSRE.2022.3226067 Text en https://creativecommons.org/licenses/by/4.0/This work is licensed under a Creative Commons Attribution 4.0 License. For more information, see https://creativecommons.org/licenses/by/4.0/ |
spellingShingle | Article Nayeem, Rashida Joon Sohn, Won DiCarlo, Julie A. Gochyyev, Perman Lin, David J. Novel Platform for Quantitative Assessment of Functional Object Interactions After Stroke |
title | Novel Platform for Quantitative Assessment of Functional Object Interactions After Stroke |
title_full | Novel Platform for Quantitative Assessment of Functional Object Interactions After Stroke |
title_fullStr | Novel Platform for Quantitative Assessment of Functional Object Interactions After Stroke |
title_full_unstemmed | Novel Platform for Quantitative Assessment of Functional Object Interactions After Stroke |
title_short | Novel Platform for Quantitative Assessment of Functional Object Interactions After Stroke |
title_sort | novel platform for quantitative assessment of functional object interactions after stroke |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10079607/ https://www.ncbi.nlm.nih.gov/pubmed/36455078 http://dx.doi.org/10.1109/TNSRE.2022.3226067 |
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